Image_Classification

Image_Classification

• 2021-10-15 Trade-offs of Local SGD at Scale: An Empirical Study    Jose Javier Gonzalez Ortiz, Jonathan Frankle, Mike Rabbat, Ari Morcos, Nicolas Ballas arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-10-15 Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification    Henrik Riedel, Sleheddine Mokdad, Isabell Schulz, Cenk Kocer, Philipp Rosendahl, Jens Schneider, Michael A. Kraus, Michael Drass arXiv_AI arXiv_AI  Pose  Face  Classification  Deep_Learning  Detection  CNN  Image_Classification  PDF
• 2021-10-15 Adversarial Attacks on ML Defense Models Competition    Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Jiayu Tang, Yuefeng Chen, XiaoFeng Mao, Yuan He, Hui Xue, Chao Li, Ye Liu, Qilong Zhang, Lianli Gao, Yunrui Yu, Xitong Gao, Zhe Zhao, Daquan Lin, Jiadong Lin, Chuanbiao Song, Zihao Wang, Zhennan Wu, Yang Guo, Jiequan Cui, Xiaogang Xu, Pengguang Chen arXiv_AI arXiv_AI  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-10-13 Subspace Regularizers for Few-Shot Class Incremental Learning    Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas arXiv_CV arXiv_CV  Regularization  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-10-13 Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers    Gabriele Prato, Simon Guiroy, Ethan Caballero, Irina Rish, Sarath Chandar arXiv_AI arXiv_AI  Pose  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2021-10-13 Transform and Bitstream Domain Image Classification    P.R. Hill, D.R. Bull arXiv_CV arXiv_CV  Transformer  Pose  Classification  Image_Classification  PDF
• 2021-10-13 Well-classified Examples are Underestimated in Classification with Deep Neural Networks    Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Adversarial  Pose  Classification  Detection  Image_Classification  PDF
• 2021-10-13 Adversarial Attack across Datasets    Yunxiao Qin, Yuanhao Xiong, Jinfeng Yi, Cho-Jui Hsieh arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-10-12 Dynamic Inference with Neural Interpreters    Nasim Rahaman, Muhammad Waleed Gondal, Shruti Joshi, Peter Gehler, Yoshua Bengio, Francesco Locatello, Bernhard Schölkopf arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Classification  Attention  Image_Classification  Inference  PDF
• 2021-10-12 CovXR: Automated Detection of COVID-19 Pneumonia in Chest X-Rays through Machine Learning    Vishal Shenoy, Sachin B. Malik arXiv_CV arXiv_CV  Action  Classification  Detection  CNN  Image_Classification  PDF
• 2021-10-12 Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks    Ester Bonmati, Yipeng Hu, Alexander Grimwood, Gavin J. Johnson, George Goodchild, Margaret G. Keane, Kurinchi Gurusamy, Brian Davidson, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt arXiv_CV arXiv_CV  Tracking  3D  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-10-12 Balancing Average and Worst-case Accuracy in Multitask Learning    Paul Michel, Sebastian Ruder, Dani Yogatama arXiv_AI arXiv_AI  Optimization  Action  Classification  Image_Classification  Language_Model  PDF
• 2021-10-12 NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search    Renbo Tu, Mikhail Khodak, Nicholas Roberts, Ameet Talwalkar arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2021-10-11 Decomposing Convolutional Neural Networks into Reusable and Replaceable Modules    Rangeet Pan, Hridesh Rajan arXiv_CV arXiv_CV  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-10-11 Instance-based Label Smoothing For Better Calibrated Classification Networks    Mohamed Maher, Meelis Kull arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-10-11 Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning    Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Enhancement  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-10-11 Learnable Adaptive Cosine Estimator for Image Classification    Joshua Peeples, Connor McCurley, Sarah Walker, Dylan Stewart, Alina Zare arXiv_AI arXiv_AI  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-10-11 Homogeneous Learning: Self-Attention Decentralized Deep Learning    Yuwei Sun, Hideya Ochiai arXiv_AI arXiv_AI  Reinforcement_Learning  Adversarial  Pose  Classification  Deep_Learning  Detection  Attention  Medical  Image_Classification  PDF
• 2021-10-11 A Closer Look at Prototype Classifier for Few-shot Image Classification    Mingcheng Hou, Issei Sato arXiv_CV arXiv_CV  Embedding  Pose  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2021-10-10 Heavy Ball Neural Ordinary Differential Equations    Hedi Xia, Vai Suliafu, Hangjie Ji, Tan M. Nguyen, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang arXiv_AI arXiv_AI  Gradient_Descent  Pose  Classification  Image_Classification  Inference  PDF
• 2021-10-09 DenseNet approach to segmentation and classification of dermatoscopic skin lesions images    Reza Zare, Arash Pourkazemi arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Classification  Detection  Image_Classification  PDF
• 2021-10-09 Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification    Keyu Li, Yangxin Xu, Max Q.-H. Meng arXiv_AI arXiv_AI  Recognition  Quantitative  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-10-09 Class-Balanced Active Learning for Image Classification    Javad Zolfaghari Bengar, Joost van de Weijer, Laura Lopez Fuentes, Bogdan Raducanu arXiv_CV arXiv_CV  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-10-09 SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification    Baoquan Zhang, Shanshan Feng, Xutao Li, Yunming Ye, Rui Ye arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Relation  Few-Shot  Image_Classification  Prediction  Matching  PDF
• 2021-10-08 Observations on K-image Expansion of Image-Mixing Augmentation for Classification    Joonhyun Jeong, Sungmin Cha, Youngjoon Yoo, Sangdoo Yun, Taesup Moon, Jongwon Choi arXiv_CV arXiv_CV  NAS  Adversarial  Classification  Image_Classification  PDF
• 2021-10-08 Causal ImageNet: How to discover spurious features in Deep Learning?    Sahil Singla, Soheil Feizi arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  Inference  Prediction  PDF
• 2021-10-08 ViDT: An Efficient and Effective Fully Transformer-based Object Detector    Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang arXiv_CV arXiv_CV  Transformer  Recognition  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-10-07 Using Contrastive Learning and Pseudolabels to learn representations for Retail Product Image Classification    Muktabh Mayank Srivastava arXiv_CV arXiv_CV  Contrastive_Learning  Classification  CNN  Image_Classification  PDF
• 2021-10-07 MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification    Shuang He, Haitong Tang, Xia Lu, Hongjie Yan, Nizhuan Wang arXiv_AI arXiv_AI  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-10-06 Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery    Venkat Margapuri, Niketa Penumajji, Mitchell Neilsen arXiv_CV arXiv_CV  Pose  Classification  Drone  CNN  Image_Classification  Autonomous  PDF
• 2021-10-06 Weak Novel Categories without Tears: A Survey on Weak-Shot Learning    Li Niu arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Zero-Shot  Survey  Classification  Deep_Learning  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2021-10-06 Deep Transfer Learning for Land Use Land Cover Classification: A Comparative Study    Raoof Naushad, Tarunpreet Kaur arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Image_Classification  PDF
• 2021-10-06 Test-time Batch Statistics Calibration for Covariate Shift    Fuming You, Jingjing Li, Zhou Zhao arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Optimization  Pose  Classification  Relation  Image_Classification  Inference  PDF
• 2021-10-06 On the Importance of Firth Bias Reduction in Few-Shot Classification    Saba Ghaffari, Ehsan Saleh, David Forsyth, Yu-xiong Wang arXiv_AI arXiv_AI  Optimization  Classification  Few-Shot  Image_Classification  PDF
• 2021-10-05 Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations    Shasha Li, Abhishek Aich, Shitong Zhu, M. Salman Asif, Chengyu Song, Amit K. Roy-Chowdhury, Srikanth Krishnamurthy arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  Video_Classification  PDF
• 2021-10-04 Effectiveness of Optimization Algorithms in Deep Image Classification    Zhaoyang Zhu, Haozhe Sun, Chi Zhang arXiv_CV arXiv_CV  Optimization  Classification  Image_Classification  PDF
• 2021-10-04 Adding Quaternion Representations to Attention Networks for Classification    Nazmul Shahadat, Anthony S. Maida arXiv_CV arXiv_CV  Classification  Attention  Image_Classification  PDF
• 2021-10-02 Automated Seed Quality Testing System using GAN & Active Learning    Sandeep Nagar, Prateek Pani, Raj Nair, Girish Varma arXiv_CV arXiv_CV  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-10-01 Learning Compact Representations of Neural Networks using DiscriminAtive Masking    Jie Bu, Arka Daw, M. Maruf, Anuj Karpatne arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  Image_Classification  Recommendation  PDF
• 2021-09-30 Transferability Estimation for Semantic Segmentation Task    Yang Tan, Yang Li, Shao-Lun Huang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Medical  Image_Classification  Autonomous  PDF
• 2021-09-29 Chest X-Rays Image Classification from beta-Variational Autoencoders Latent Features    Leonardo Crespi, Daniele Loiacono, Arturo Chiti arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-09-29 Improvising the Learning of Neural Networks on Hyperspherical Manifold    Lalith Bharadwaj Baru, Sai Vardhan Kanumolu, Akshay Patel Shilhora arXiv_AI arXiv_AI  Recognition  Face  Classification  Face_Recognition  CNN  Image_Classification  PDF
• 2021-09-29 Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition    Marawan Gamal Abdel Hameed, Marzieh S. Tahaei, Ali Mosleh, Vahid Partovi Nia arXiv_CV arXiv_CV  Knowledge  Pose  Classification  CNN  Image_Classification  PDF
• 2021-09-29 Segmentation of Roads in Satellite Images using specially modified U-Net CNNs    Jonas Bokstaller, Yihang She, Zhehan Fu, Tommaso Macrì arXiv_CV arXiv_CV  Segmentation  Pose  Classification  CNN  Image_Classification  PDF
• 2021-09-29 Multi-loss ensemble deep learning for chest X-ray classification    Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer Antani arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2021-09-29 UFO-ViT: High Performance Linear Vision Transformer without Softmax    Jeong-geun Song arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-09-29 Does deep learning model calibration improve performance in class-imbalanced medical image classification?    Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer Antani arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-09-29 Semantic Communications With AI Tasks    Yang Yang, Caili Guo, Fangfang Liu, Chuanhong Liu, Lunan Sun, Qizheng Sun, Jiujiu Chen arXiv_CV arXiv_CV  Pose  Face  Classification  Detection  Image_Classification  PDF
• 2021-09-28 A Contrastive Learning Approach to Auroral Identification and Classification    Jeremiah W. Johnson, Swathi Hari, Donald Hampton, Hyunju K. Connor arXiv_CV arXiv_CV  Unsupervised  Pose  Contrastive_Learning  Face  Action  Classification  Image_Classification  PDF
• 2021-09-28 Turning old models fashion again: Recycling classical CNN networks using the Lattice Transformation    Ana Paula G. S. de Almeida, Flavio de Barros Vidal arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2021-09-28 DeepPSL: End-to-end perception and reasoning with applications to zero shot learning    Nigel Duffy, Sai Akhil Puranam, Sridhar Dasaratha, Karmvir Singh Phogat, Sunil Reddy Tiyyagura arXiv_AI arXiv_AI  Knowledge  Classification  Deep_Learning  Image_Classification  PDF
• 2021-09-28 A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge    Björn Barz, Lorenzo Brigato, Luca Iocchi, Joachim Denzler arXiv_CV arXiv_CV  Action  Classification  Image_Classification  PDF
• 2021-09-28 Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI?    Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch arXiv_AI arXiv_AI  Text_Classification  Quantitative  Classification  Relation  Image_Classification  PDF
• 2021-09-28 Multi-Semantic Image Recognition Model and Evaluating Index for explaining the deep learning models    Qianmengke Zhao, Ye Wang, Qun Liu arXiv_AI arXiv_AI  Recognition  Pose  Quantitative  Classification  Deep_Learning  Image_Classification  PDF
• 2021-09-28 Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition    Alan Preciado-Grijalva, Venkata Santosh Sai Ramireddy Muthireddy arXiv_AI arXiv_AI  Unsupervised  Recognition  Classification  Image_Classification  PDF
• 2021-09-27 Audio-to-Image Cross-Modal Generation    Maciej Żelaszczyk, Jacek Mańdziuk arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Adversarial  Classification  Image_Classification  PDF
• 2021-09-27 Predicting Driver Self-Reported Stress by Analyzing the Road Scene    Cristina Bustos, Neska Elhaouij, Albert Sole-Ribalta, Javier Borge-Holthoefer, Agata Lapedriza, Rosalind Picard arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Classification  Image_Classification  Video_Classification  PDF
• 2021-09-27 Query-based Adversarial Attacks on Graph with Fake Nodes    Zhengyi Wang, Zhongkai Hao, Hang Su, Jun Zhu arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-09-27 Federated Deep Learning with Bayesian Privacy    Hanlin Gu, Lixin Fan, Bowen Li, Yan Kang, Yuan Yao, Qiang Yang arXiv_AI arXiv_AI  Restoration  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-09-26 Frequency Disentangled Residual Network    Satya Rajendra Singh, Roshan Reddy Yedla, Shiv Ram Dubey, Rakesh Sanodiya, Wei-Ta Chu arXiv_CV arXiv_CV  Image_Retrieval  Salient  Pose  Classification  CNN  Image_Classification  PDF
• 2021-09-26 Disentangled Feature Representation for Few-shot Image Classification    Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, Bihan Wen arXiv_CV arXiv_CV  Embedding  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-09-25 Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System    Chinmoy Bose, Anirvan Basu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  GAN  Medical  Image_Classification  PDF
• 2021-09-25 BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation    Qiran Jia, Hai Shu arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Classification  Attention  GAN  Medical  CNN  Image_Classification  PDF
• 2021-09-24 From images in the wild to video-informed image classification    Marc Böhlen, Varun Chandola, Wawan Sujarwo, Raunaq Jain arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-09-24 Frequency Pooling: Shift-Equivalent and Anti-Aliasing Downsampling    Zhendong Zhang arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-09-24 Few-shot Learning Based on Multi-stage Transfer and Class-Balanced Loss for Diabetic Retinopathy Grading    Lei Shi, Junxing Zhang arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-09-23 FooBaR: Fault Fooling Backdoor Attack on Neural Network Training    Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano arXiv_AI arXiv_AI  Classification  CNN  Image_Classification  Inference  PDF
• 2021-09-22 Partial sensitivity analysis in differential privacy    Tamara T. Mueller, Alexander Ziller, Dmitrii Usynin, Moritz Knolle, Friederike Jungmann, Daniel Rueckert, Georgios Kaissis arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2021-09-21 Multi-Domain Few-Shot Learning and Dataset for Agricultural Applications    Sai Vidyaranya Nuthalapati, Anirudh Tunga arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Classification  Deep_Learning  Few-Shot  CNN  Image_Classification  PDF
• 2021-09-20 Balanced-MixUp for Highly Imbalanced Medical Image Classification    Adrian Galdran, Gustavo Carneiro, Miguel A. González Ballester arXiv_CV arXiv_CV  Regularization  Pose  Classification  Medical  Image_Classification  PDF
• 2021-09-20 Audio-Visual Speech Recognition is Worth 32$times$32$times$8 Voxels    Dmitriy Serdyuk, Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV  Transformer  Recognition  3D  Speech  Pose  Classification  Speech_Recognition  CNN  Image_Classification  PDF
• 2021-09-20 Explaining Convolutional Neural Networks by Tagging Filters    Anna Nguyen, Daniel Hagenmayer, Tobias Weller, Michael Färber arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-09-19 Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance    Praveen Joshi, Chandra Thapa, Seyit Camtepe, Mohammed Hasanuzzamana, Ted Scully, Haithem Afli arXiv_AI arXiv_AI  Classification  Detection  Attention  GAN  Medical  Image_Classification  PDF
• 2021-09-19 Ontology-based n-ball Concept Embeddings Informing Few-shot Image Classification    Mirantha Jayathilaka, Tingting Mu, Uli Sattler arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Ontology  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2021-09-18 The Unreasonable Effectiveness of the Final Batch Normalization Layer    Veysel Kocaman, Ofer M. Shir, Thomas Baeck arXiv_AI arXiv_AI  Classification  Deep_Learning  Detection  Image_Classification  Inference  PDF
• 2021-09-18 Efficient Hybrid Transformer: Learning Global-local Context for Urban Sence Segmentation    Libo Wang, Shenghui Fang, Ce Zhang, Rui Li, Chenxi Duan arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-09-17 DiNNO: Distributed Neural Network Optimization for Multi-Robot Collaborative Learning    Javier Yu, Joseph A. Vincent, Mac Schwager arXiv_RO arXiv_RO  Reinforcement_Learning  Optimization  Classification  Image_Classification  PDF
• 2021-09-17 Transformer-Unet: Raw Image Processing with Unet    Youyang Sha, Yonghong Zhang, Xuquan Ji, Lei Hu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Medical  Image_Classification  PDF
• 2021-09-17 Decision Tree Learning with Spatial Modal Logics    Giovanni Pagliarini (Dept. of Mathematics and Computer Science, University of Ferrara, Italy, Dept. of Mathematical, Physical and Computer Sciences, University of Parma, Italy), Guido Sciavicco (Dept. of Mathematics and Computer Science, University of Ferrara, Italy) arXiv_AI arXiv_AI  Knowledge  Classification  Image_Classification  PDF
• 2021-09-16 Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning    Kwwabena Nuamah arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Image_Classification  Language_Model  QA  PDF
• 2021-09-16 Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs    Anup Sarma, Sonali Singh, Huaipan Jiang, Ashutosh Pattnaik, Asit K Mishra, Vijaykrishnan Narayanan, Mahmut T Kandemir, Chita R Das arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Sparse  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-09-15 Partner-Assisted Learning for Few-Shot Image Classification    Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-09-15 Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD    Chen Fan, Parikshit Ram, Sijia Liu arXiv_AI arXiv_AI  Optimization  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-09-14 A trainable monogenic ConvNet layer robust in front of large contrast changes in image classification    E. Ulises Moya-Sánchez, Sebastiá Xambo-Descamps, Abraham Sánchez, Sebastián Salazar-Colores, Ulises Cortés arXiv_AI arXiv_AI  Enhancement  3D  Classification  CNN  Image_Classification  PDF
• 2021-09-14 AdaPruner: Adaptive Channel Pruning and Effective Weights Inheritance    Xiangcheng Liu, Jian Cao, Hongyi Yao, Wenyu Sun, Yuan Zhang arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2021-09-13 Task Guided Compositional Representation Learning for ZDA    Shuang Liu, Mete Ozay arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-09-13 Fine-Grained Few Shot Learning with Foreground Object Transformation    Chaofei Wang, Shiji Song, Qisen Yang, Xiang Li, Gao Huang arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-09-13 PAT: Pseudo-Adversarial Training For Detecting Adversarial Videos    Nupur Thakur, Baoxin Li arXiv_CV arXiv_CV  Surveillance  Knowledge  Adversarial  Pose  Classification  Detection  Image_Classification  PDF
• 2021-09-12 BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks    Hafez Ghaemi, Erfan Mirzaei, Mahbod Nouri, Saeed Reza Kheradpisheh arXiv_CV arXiv_CV  Reinforcement_Learning  Pose  Classification  CNN  Image_Classification  PDF
• 2021-09-12 Check Your Other Door! Establishing Backdoor Attacks in the Frequency Domain    Hasan Abed Al Kader Hammoud, Bernard Ghanem arXiv_CV arXiv_CV  Embedding  Recognition  Pose  Classification  Detection  Object_Detection  Medical  Image_Classification  PDF
• 2021-09-11 On the Initial Behavior Monitoring Issues in Federated Learning    Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq arXiv_AI arXiv_AI  Pose  Classification  Detection  Image_Classification  PDF
• 2021-09-11 Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction    Jiarun Liu, Ruirui Li, Chuan Sun arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-09-10 Saliency Guided Experience Packing for Replay in Continual Learning    Gobinda Saha, Kaushik Roy arXiv_CV arXiv_CV  Salient  Knowledge  Pose  Quantitative  Classification  Image_Classification  Prediction  PDF
• 2021-09-10 LibFewShot: A Comprehensive Library for Few-shot Learning    Wenbin Li, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Xuesong Yang, Ziyi Wang, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2021-09-07 Generatively Augmented Neural Network Watchdog for Image Classification Networks    Justin M. Bui, Glauco A. Amigo, Robert J. Marks II arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-09-07 Fair Comparison: Quantifying Variance in Resultsfor Fine-grained Visual Categorization    Matthew Gwilliam (1 and 2), Adam Teuscher (1), Connor Anderson (1), Ryan Farrell (1) ((1) Brigham Young University, (2) University of Maryland) arXiv_CV arXiv_CV  Classification  Few-Shot  Image_Classification  PDF
• 2021-09-07 Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-09-07 ICCAD Special Session Paper: Quantum-Classical Hybrid Machine Learning for Image Classification    Mahabubul Alam, Satwik Kundu, Rasit Onur Topaloglu, Swaroop Ghosh arXiv_CV arXiv_CV  Review  Action  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-09-06 Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images    Reenul Reedha, Eric Dericquebourg, Raphael Canals, Adel Hafiane arXiv_CV arXiv_CV  Transformer  Recognition  Face  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2021-09-06 Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification    Jianzhe Lin, Tianze Yu, Z. Jane Wang arXiv_CV arXiv_CV  Salient  Pose  Classification  Image_Classification  PDF
• 2021-09-06 Less is More: Lighter and Faster Deep Neural Architecture for Tomato Leaf Disease Classification    Sabbir Ahmed, Md. Bakhtiar Hasan, Tasnim Ahmed, Redwan Karim Sony, Md. Hasanul Kabir arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-09-05 Sparse-MLP: A Fully-MLP Architecture with Conditional Computation    Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You arXiv_AI arXiv_AI  Image_Caption  Sparse  Pose  Classification  Attention  Image_Classification  PDF
• 2021-09-04 Real-World Adversarial Examples involving Makeup Application    Chang-Sheng Lin, Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-09-03 Ghost Loss to Question the Reliability of Training Data    Adrien Deliège, Anthony Cioppa, Marc Van Droogenbroeck arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-09-03 Towards Learning Spatially Discriminative Feature Representations    Chaofei Wang, Jiayu Xiao, Yizeng Han, Qisen Yang, Shiji Song, Gao Huang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Knowledge  Pose  Classification  Image_Classification  Matching  PDF
• 2021-09-03 Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models    Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-09-02 Impact of Attention on Adversarial Robustness of Image Classification Models    Prachi Agrawal, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Attention  Image_Classification  PDF
• 2021-09-02 Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification    Attaullah Sahito, Eibe Frank, Bernhard Pfahringer arXiv_CV arXiv_CV  Transfer_Learning  Classification  Image_Classification  PDF
• 2021-09-02 Better Self-training for Image Classification through Self-supervision    Attaullah Sahito, Eibe Frank, Bernhard Pfahringer arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-09-01 Diverse Sample Generation: Pushing the Limit of Data-free Quantization    Haotong Qin, Yifu Ding, Xiangguo Zhang, Aoyu Li, Jiakai Wang, Xianglong Liu, Jiwen Lu arXiv_CV arXiv_CV  Quantization  Classification  Relation  Image_Classification  PDF
• 2021-08-31 Deep Generative Modeling for Protein Design    Alexey Strokach, Philip M. Kim arXiv_AI arXiv_AI  Review  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-08-31 PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs    Vidhya Kamakshi, Uday Gupta, Narayanan C Krishnan arXiv_AI arXiv_AI  Knowledge  Classification  Image_Classification  Prediction  PDF
• 2021-08-31 Semi-supervised Image Classification with Grad-CAM Consistency    Juyong Lee, Seunghyuk Cho arXiv_CV arXiv_CV  Unsupervised  Classification  Image_Classification  PDF
• 2021-08-31 Spike time displacement based error backpropagation in convolutional spiking neural networks    Maryam Mirsadeghi, Majid Shalchian, Saeed Reza Kheradpisheh, Timothée Masquelier arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  PDF
• 2021-08-31 AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks    Jingfei Chang, Yang Lu, Ping Xue, Yiqun Xu, Zhen Wei arXiv_CV arXiv_CV  Salient  Knowledge  Adversarial  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-08-30 Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification    Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-08-30 Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification    Yike Wu, Bo Zhang, Gang Yu, Weixi Zhang, Bin Wang, Tao Chen, Jiayuan Fan arXiv_CV arXiv_CV  Enhancement  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-08-30 Communication-Computation Efficient Device-Edge Co-Inference via AutoML    Xinjie Zhang, Jiawei Shao, Yuyi Mao, Jun Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Classification  Image_Classification  Inference  PDF
• 2021-08-29 MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification    Firoj Alam, Tanvirul Alam, Md. Arid Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Inference  PDF
• 2021-08-28 Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection    Mahdi Darvish, Mahsa Pouramini, Hamid Bahador arXiv_CV arXiv_CV  Transformer  Facial_Landmark  Adversarial  Pose  Classification  Detection  GAN  Image_Classification  PDF
• 2021-08-28 Goal-driven text descriptions for images    Ruotian Luo arXiv_CV arXiv_CV  Image_Caption  Recognition  Pose_Estimation  Speech  Pose  Classification  Deep_Learning  Detection  Object_Detection  Speech_Recognition  Caption  Image_Classification  Video_Classification  PDF
• 2021-08-27 Competing Ratio Loss for Discriminative Multi-class Image Classification    Ke Zhang, Yurong Guo, Xinsheng Wang, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X.Han arXiv_CV arXiv_CV  Pose  Face  Classification  CNN  Image_Classification  PDF
• 2021-08-26 An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences    Alessandro Bruno arXiv_CV arXiv_CV  Image_Retrieval  Salient  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-08-26 LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision    Zhijian Liu, Simon Stent, Jie Li, John Gideon, Song Han arXiv_CV arXiv_CV  Segmentation  Gesture  Pose  Classification  Detection  Object_Detection  Attention  Caption  Image_Classification  PDF
• 2021-08-26 Consistent Relative Confidence and Label-Free Model Selection for Convolutional Neural Networks    Bin Liu arXiv_CV arXiv_CV  Classification  CNN  Image_Classification  PDF
• 2021-08-26 A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection    Jens Bayer, David Münch, Michael Arens arXiv_CV arXiv_CV  Salient  Knowledge  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  Autonomous  PDF
• 2021-08-26 Shifted Chunk Transformer for Spatio-Temporal Representational Learning    Xuefan Zha, Wentao Zhu, Tingxun Lv, Sen Yang, Ji Liu arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  RNN  Action_Recognition  Action  Classification  Attention  Image_Classification  PDF
• 2021-08-26 ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation    Matheus Barros Pereira, Jefersson Alex dos Santos arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2021-08-24 Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density    Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-08-24 MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification    Zakaria Senousy, Mohammed M. Abdelsamea, Mohamed Medhat Gaber, Moloud Abdar, U Rajendra Acharya, Abbas Khosravi, Saeid Nahavandi arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-08-24 Improving Generalization of Batch Whitening by Convolutional Unit Optimization    Yooshin Cho, Hanbyel Cho, Youngsoo Kim, Junmo Kim arXiv_CV arXiv_CV  Optimization  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-08-24 Improving Object Detection by Label Assignment Distillation    Chuong H. Nguyen, Thuy C. Nguyen, Tuan N. Tang, Nam L.H. Phan arXiv_CV arXiv_CV  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-08-23 CE-Dedup: Cost-Effective Convolutional Neural Nets Training based on Image Deduplication    Xuan Li, Liqiong Chang, Xue Liu arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-08-23 Fusion of evidential CNN classifiers for image classification    Zheng Tong, Philippe Xu, Thierry Denoeux arXiv_AI arXiv_AI  Pose  Classification  CNN  Image_Classification  PDF
• 2021-08-23 How Transferable Are Self-supervised Features in Medical Image Classification Tasks?    Tuan Truong, Sadegh Mohammadi, Matthias Lenga arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Self-Supervised  Classification  Detection  Medical  Image_Classification  PDF
• 2021-08-22 Spatial Transformer Networks for Curriculum Learning    Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV  Transformer  Optimization  Classification  Image_Classification  PDF
• 2021-08-22 Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices    Agnik Banerjee, Peter Washington, Cezmi Mutlu, Aaron Kline, Dennis P. Wall arXiv_CV arXiv_CV  Recognition  Optimization  Emotion  Classification  Image_Classification  Inference  PDF
• 2021-08-21 SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function    Sayan Nag, Mayukh Bhattacharyya arXiv_AI arXiv_AI  Sentiment_Classification  Optimization  Regularization  Pose  Classification  Detection  Relation  Sentiment  Object_Detection  Image_Classification  PDF
• 2021-08-21 Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform    Myungseo Song, Jinyoung Choi, Bohyung Han arXiv_CV arXiv_CV  Pose  Classification  Image_Compression  Image_Classification  PDF
• 2021-08-21 A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning    Kshitiz Shrestha, Omar Hisham Alsadoon, Abeer Alsadoon, Tarik A. Rashid, Rasha S. Ali, P.W.C. Prasad, Oday D. Jerew arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-08-21 Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification    Rohit Kundu, Hritam Basak, Akhil Koilada, Soham Chattopadhyay, Sukanta Chakraborty, Nibaran Das arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  Image_Classification  PDF
• 2021-08-20 Early-exit deep neural networks for distorted images: providing an efficient edge offloading    Roberto G. Pacheco, Fernanda D.V.R. Oliveira, Rodrigo S. Couto arXiv_CV arXiv_CV  Classification  Image_Classification  Inference  PDF
• 2021-08-20 Zoom, Enhance! Measuring Surveillance GAN Up-sampling    Jake Sparkman, Abdalla Al-Ayrot, Utkarsh Contractor arXiv_CV arXiv_CV  Surveillance  Recognition  Adversarial  Classification  GAN  CNN  Image_Classification  QA  PDF
• 2021-08-20 PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier    Chong Xiang, Saeed Mahloujifar, Prateek Mittal arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-08-20 Semi-supervised learning for medical image classification using imbalanced training data    Tri Huynh, Aiden Nibali, Zhen He arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2021-08-19 Do Vision Transformers See Like Convolutional Neural Networks?    Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Classification  Attention  CNN  Image_Classification  PDF
• 2021-08-18 An Attention Module for Convolutional Neural Networks    Zhu Baozhou, Peter Hofstee, Jinho Lee, Zaid Al-Ars arXiv_CV arXiv_CV  Pose  Action  Classification  Detection  Relation  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-08-18 Classification and reconstruction of spatially overlapping phase images using diffractive optical networks    Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Classification  Deep_Learning  Image_Classification  PDF
• 2021-08-17 Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory    Weier Wan (1), Rajkumar Kubendran (2 and 5), Clemens Schaefer (4), S. Burc Eryilmaz (1), Wenqiang Zhang (3), Dabin Wu (3), Stephen Deiss (2), Priyanka Raina (1), He Qian (3), Bin Gao (3), Siddharth Joshi (4 and 2), Huaqiang Wu (3), H.-S. Philip Wong (1), Gert Cauwenberghs (2) ((1) Stanford University, (2) University of California San Diego, (3) Tsinghua University, (4) University of Notre Dame, (5) University of Pittsburgh) arXiv_AI arXiv_AI  Reconstruction  Recognition  Speech  Classification  Image_Classification  Inference  PDF
• 2021-08-17 OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting    Michael Fitzke, Derick Whitley, Wilson Yau, Fernando Rodrigues Jr, Vladimir Fadeev, Cindy Bacmeister, Chris Carter, Jeffrey Edwards, Matthew P. Lungren, Mark Parkinson arXiv_CV arXiv_CV  Optimization  Pose  Quantitative  Classification  Deep_Learning  Detection  Image_Classification  Inference  PDF
• 2021-08-17 Federated Multi-Target Domain Adaptation    Chun-Han Yao, Boqing Gong, Yin Cui, Hang Qi, Yukun Zhu, Ming-Hsuan Yang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-08-17 Investigating a Baseline Of Self Supervised Learning Towards Reducing Labeling Costs For Image Classification    Hilal AlQuabeh, Ameera Bawazeer, Abdulateef Alhashmi arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-08-17 Contextual Convolutional Neural Networks    Ionut Cosmin Duta, Mariana Iuliana Georgescu, Radu Tudor Ionescu arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Classification  Detection  Object_Detection  Activity  CNN  Image_Classification  PDF
• 2021-08-16 Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems    Kirill Prokofiev, Vladislav Sovrasov arXiv_CV arXiv_CV  Regularization  Review  Classification  Deep_Learning  Image_Classification  PDF
• 2021-08-15 SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images    Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang arXiv_CV arXiv_CV  Unsupervised  Weakly_Supervised  Knowledge  Pose  Classification  Relation  Image_Classification  PDF
• 2021-08-15 Online Continual Learning For Visual Food Classification    Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV  Knowledge  Classification  Image_Classification  PDF
• 2021-08-15 Improving the trustworthiness of image classification models by utilizing bounding-box annotations    Dharma KC, Chicheng Zhang arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-08-14 A Sparse Coding Interpretation of Neural Networks and Theoretical Implications    Joshua Bowren arXiv_CV arXiv_CV  Sparse  Pose  Classification  CNN  Image_Classification  Inference  PDF
• 2021-08-13 Learning Transferable Parameters for Unsupervised Domain Adaptation    Zhongyi Han, Haoliang Sun, Yilong Yin arXiv_AI arXiv_AI  Unsupervised  Pose  Classification  Detection  Image_Classification  PDF
• 2021-08-13 Pruning vs XNOR-Net: A Comprehensive Study on Deep Learning for Audio Classification in Microcontrollers    Md Mohaimenuzzaman, Christoph Bergmeir, Bernd Meyer arXiv_CV arXiv_CV  Quantization  Knowledge  Classification  Deep_Learning  Image_Classification  PDF
• 2021-08-12 m-RevNet: Deep Reversible Neural Networks with Momentum    Duo Li, Shang-Hua Gao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Pose  Classification  Image_Classification  PDF
• 2021-08-12 Logit Attenuating Weight Normalization    Aman Gupta, Rohan Ramanath, Jun Shi, Anika Ramachandran, Sirou Zhou, Mingzhou Zhou, S. Sathiya Keerthi arXiv_AI arXiv_AI  Regularization  Pose  Classification  Image_Classification  Recommendation  PDF
• 2021-08-12 DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities    Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-08-12 DARTS for Inverse Problems: a Study on Hyperparameter Sensitivity    Jonas Geiping, Jovita Lukasik, Margret Keuper, Michael Moeller arXiv_CV arXiv_CV  NAS  Reconstruction  Optimization  Classification  Relation  Image_Classification  PDF
• 2021-08-11 Discriminative Distillation to Reduce Class Confusion in Continual Learning    Changhong Zhong, Zhiying Cui, Ruixuan Wang, Wei-Shi Zheng arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-08-11 Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture Learning    Kaiyi Chen, Qingbin Wang, Yutao Ma arXiv_AI arXiv_AI  3D  Knowledge  Self-Supervised  Pose  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-08-11 Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack    Zitao Chen, Pritam Dash, Karthik Pattabiraman arXiv_AI arXiv_AI  Inpainting  Adversarial  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-08-11 Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound    Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni arXiv_CV arXiv_CV  Embedding  Recognition  Pose  Contrastive_Learning  Classification  Relation  Medical  CNN  Image_Classification  PDF
• 2021-08-11 Simple black-box universal adversarial attacks on medical image classification based on deep neural networks    Kazuki Koga, Kazuhiro Takemoto arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Medical  Image_Classification  PDF
• 2021-08-10 The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data    Vasileios Baltatzis, Loic Le Folgoc, Sam Ellis, Octavio E. Martinez Manzanera, Kyriaki-Margarita Bintsi, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel arXiv_CV arXiv_CV  Contrastive_Learning  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-08-10 Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean    Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy arXiv_AI arXiv_AI  3D  Classification  Deep_Learning  Image_Classification  PDF
• 2021-08-09 Knowledge accumulating: The general pattern of learning    Zhuoran Xu, Hao Liu arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Knowledge  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-08-08 TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation    Cong Wang, Haocheng Han, Caleb Chen Cao arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-08-08 WideCaps: A Wide Attention based Capsule Network for Image Classification    Pawan S J, Rishi Sharma, Hemanth Sai Ram Reddy, M Vani, Jeny Rajan arXiv_CV arXiv_CV  Pose  Classification  Relation  Attention  Image_Classification  PDF
• 2021-08-07 Membership Inference Attacks on Lottery Ticket Networks    Aadesh Bagmar, Shishira R Maiya, Shruti Bidwalka, Amol Deshpande arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  Inference  PDF
• 2021-08-07 Impact of Aliasing on Generalization in Deep Convolutional Networks    Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux, Ross Goroshin arXiv_CV arXiv_CV  Review  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-08-07 Information Bottleneck Approach to Spatial Attention Learning    Qiuxia Lai, Yu Li, Ailing Zeng, Minhao Liu, Hanqiu Sun, Qiang Xu arXiv_CV arXiv_CV  Recognition  Pose  Classification  Attention  Image_Classification  PDF
• 2021-08-06 SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features    Gwantae Kim, David K. Han, Hanseok Ko arXiv_SD arXiv_SD  Enhancement  Scene_Classification  Speech  Pose  Classification  Relation  Image_Classification  PDF
• 2021-08-06 Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding    Shengqi Huang, Wanqi Yang, Lei Wang, Luping Zhou, Ming Yang arXiv_CV arXiv_CV  Unsupervised  Sparse  Adversarial  Pose  Classification  Relation  Few-Shot  Image_Classification  Matching  PDF
• 2021-08-05 Out-of-domain Generalization from a Single Source: A Uncertainty Quantification Approach    Xi Peng, Fengchun Qiao, Long Zhao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Text_Classification  Knowledge  Speech  Pose  Classification  GAN  Speech_Recognition  Image_Classification  PDF
• 2021-08-05 Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications    Sandhini Agarwal, Gretchen Krueger, Jack Clark, Alec Radford, Jong Wook Kim, Miles Brundage arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2021-08-05 Instance Similarity Learning for Unsupervised Feature Representation    Ziwei Wang, Yunsong Wang, Ziyi Wu, Jiwen Lu, Jie Zhou arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Relation  GAN  Image_Classification  PDF
• 2021-08-05 A Low Rank Promoting Prior for Unsupervised Contrastive Learning    Yu Wang, Jingyang Lin, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei arXiv_AI arXiv_AI  Segmentation  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-08-05 Unifying Nonlocal Blocks for Neural Networks    Lei Zhu, Qi She, Duo Li, Yanye Lu, Xuejing Kang, Jie Hu, Changhu Wang arXiv_AI arXiv_AI  Segmentation  Person_Re-identification  Semantic_Segmentation  Recognition  Pose  Action_Recognition  Action  Classification  Attention  Re-identification  Image_Classification  PDF
• 2021-08-04 Generic Neural Architecture Search via Regression    Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen arXiv_AI arXiv_AI  NAS  RNN  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-08-03 Vision Transformer with Progressive Sampling    Xiaoyu Yue, Shuyang Sun, Zhanghui Kuang, Meng Wei, Philip Torr, Wayne Zhang, Dahua Lin arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Classification  Relation  Image_Classification  PDF
• 2021-08-03 From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimer's research    Wooseok Jung arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Action  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-08-03 Domain Generalization via Gradient Surgery    Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-08-03 Inference via Sparse Coding in a Hierarchical Vision Model    Joshua Bowren, Luis Sanchez-Giraldo, Odelia Schwartz arXiv_CV arXiv_CV  Sparse  Classification  Image_Classification  Inference  Prediction  PDF
• 2021-08-03 Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer    Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Image_Classification  Inference  Prediction  PDF
• 2021-08-03 SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis    Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi arXiv_AI arXiv_AI  Face  Action  Classification  Deep_Learning  Image_Classification  Inference  PDF
• 2021-08-03 Elastic Architecture Search for Diverse Tasks with Different Resources    Jing Liu, Bohan Zhuang, Mingkui Tan, Xu Liu, Dinh Phung, Yuanqing Li, Jianfei Cai arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  Inference  PDF
• 2021-08-02 Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT    Dmitrii Lachinov, Philipp Seeboeck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic arXiv_CV arXiv_CV  Segmentation  3D  Pose  Face  Classification  Medical  CNN  Image_Classification  PDF
• 2021-08-02 Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss Using In-Ear Microphone Audio for Eating Detection    Vasileios Papapanagiotou, Christos Diou, Anastasios Delopoulos arXiv_SD arXiv_SD  Self-Supervised  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-08-02 Group Fisher Pruning for Practical Network Compression    Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-08-02 Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation    Yiju Yang, Taejoon Kim, Guanghui Wang arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-07-31 Adaptable image quality assessment using meta-reinforcement learning of task amenability    Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Reinforcement_Learning  Review  Pose  Classification  Deep_Learning  Medical  Image_Classification  QA  PDF
• 2021-07-31 Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework    Li Ding, Yongwei Wang, Xin Ding, Kaiwen Yuan, Ping Wang, Hua Huang, Z. Jane Wang arXiv_CV arXiv_CV  Reconstruction  Optimization  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-07-30 A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms    Zhe Huang, Gary Long, Benjamin Wessler, Michael C. Hughes arXiv_CV arXiv_CV  Knowledge  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-07-30 DPT: Deformable Patch-based Transformer for Visual Recognition    Zhiyang Chen, Yousong Zhu, Chaoyang Zhao, Guosheng Hu, Wei Zeng, Jinqiao Wang, Ming Tang arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-07-29 Towards robust vision by multi-task learning on monkey visual cortex    Shahd Safarani, Arne Nix, Konstantin Willeke, Santiago A. Cadena, Kelli Restivo, George Denfield, Andreas S. Tolias, Fabian H. Sinz arXiv_AI arXiv_AI  Reconstruction  Salient  Classification  Detection  Activity  Image_Classification  PDF
• 2021-07-29 Semi-Supervised Active Learning with Temporal Output Discrepancy    Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-07-29 Self-Supervised Learning for Fine-Grained Image Classification    Farha Al Breiki, Muhammad Ridzuan, Rushali Grandhe arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Contrastive_Learning  Classification  GAN  Image_Classification  PDF
• 2021-07-29 PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion    Yu Fu, TianYang Xu, XiaoJun Wu, Josef Kittler arXiv_CV arXiv_CV  Transformer  Reconstruction  Pose  Action  Classification  Detection  Image_Classification  PDF
• 2021-07-29 Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels    Jizong Peng, Ping Wang, Chrisitian Desrosiers, Marco Pedersoli arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2021-07-28 United We Learn Better: Harvesting Learning Improvements From Class Hierarchies Across Tasks    Sindi Shkodrani, Yu Wang, Marco Manfredi, Nóra Baka arXiv_CV arXiv_CV  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-07-28 WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification    Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-07-28 Content-aware Directed Propagation Network with Pixel Adaptive Kernel Attention    Min-Cheol Sagong, Yoon-Jae Yeo, Seung-Won Jung, Sung-Jea Ko arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Super_Resolution  Restoration  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-07-27 COPS: Controlled Pruning Before Training Starts    Paul Wimmer, Jens Mehnert, Alexandru Condurache arXiv_CV arXiv_CV  Optimization  Sparse  Pose  Classification  Image_Classification  PDF
• 2021-07-27 Identify Apple Leaf Diseases Using Deep Learning Algorithm    Daping Zhang, Hongyu Yang, Jiayu Cao arXiv_AI arXiv_AI  Recognition  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-07-26 Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework    Miao Yin, Yang Sui, Siyu Liao, Bo Yuan arXiv_AI arXiv_AI  Recognition  Optimization  RNN  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-25 Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation    Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel, Dan Xu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Salient  Pose  Classification  Detection  Relation  Image_Classification  Prediction  PDF
• 2021-07-25 Temporal-wise Attention Spiking Neural Networks for Event Streams Classification    Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhaoxu Yang, Guoqi Li arXiv_CV arXiv_CV  Recognition  Sparse  Gesture  Pose  Classification  Attention  Image_Classification  Inference  PDF
• 2021-07-25 Boosting Video Captioning with Dynamic Loss Network    Nasibullah, Partha Pratim Mohanta arXiv_CV arXiv_CV  Surveillance  Video_Caption  Face  Classification  Deep_Learning  Detection  Object_Detection  Caption  Image_Classification  Video_Retrieval  PDF
• 2021-07-24 An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products    Maryam Habibpour, Hassan Gharoun, AmirReza Tajally, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  CNN  Image_Classification  Inference  PDF
• 2021-07-24 Multi-Label Image Classification with Contrastive Learning    Son D.Dao, Ethan Zhao, Dinh Phung, Jianfei Cai arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-07-24 Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network    Xuetian Lai, Qiongyao Li, Ziyang Chen, Xiaopeng Shao, Jixiong Pu arXiv_CV arXiv_CV  Reconstruction  Segmentation  Adversarial  Classification  GAN  Medical  CNN  Image_Classification  PDF
• 2021-07-23 RGB Image Classification with Quantum Convolutional Ansaetze    Yu Jing, Yang Yang, Chonghang Wu, Wenbing Fu, Wei Hu, Xiaogang Li, Hua Xu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-07-23 MCDAL: Maximum Classifier Discrepancy for Active Learning    Jae Won Cho, Dong-Jin Kim, Yunjae Jung, In So Kweon arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Adversarial  Pose  Classification  Relation  GAN  Image_Classification  Prediction  PDF
• 2021-07-23 Photon-Starved Scene Inference using Single Photon Cameras    Bhavya Goyal, Mohit Gupta arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Inference  PDF
• 2021-07-23 Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks    Andrey Zhmoginov, Dina Bashkirova, Mark Sandler arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Pose  Classification  GAN  Image_Classification  PDF
• 2021-07-21 JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation    Omar Peracha arXiv_SD arXiv_SD  Pose  Classification  Image_Classification  Language_Model  PDF
• 2021-07-21 Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks    Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Lingfei Wu, Charu Aggarwal, Chang-Tien Lu arXiv_AI arXiv_AI  Recognition  Speech  Pose  Survey  Classification  Deep_Learning  Relation  Speech_Recognition  Image_Classification  PDF
• 2021-07-20 Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access    Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-07-20 Understanding Gender and Racial Disparities in Image Recognition Models    Rohan Mahadev, Anindya Chakravarti arXiv_CV arXiv_CV  Recognition  Classification  Image_Classification  Prediction  PDF
• 2021-07-19 Just Train Twice: Improving Group Robustness without Training Group Information    Evan Zheran Liu, Behzad Haghgoo, Annie S. Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, Chelsea Finn arXiv_AI arXiv_AI  Optimization  Pose  Classification  Relation  Image_Classification  PDF
• 2021-07-19 OODformer: Out-Of-Distribution Detection Transformer    Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Pose  Contrastive_Learning  Classification  Detection  Attention  Image_Classification  PDF
• 2021-07-19 Non-binary deep transfer learning for imageclassification    Jo Plested, Xuyang Shen, Tom Gedeon arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Classification  Image_Classification  Recommendation  PDF
• 2021-07-18 A High-Performance Adaptive Quantization Approach for Edge CNN Applications    Hsu-Hsun Chin, Ren-Song Tsay, Hsin-I Wu arXiv_CV arXiv_CV  Quantization  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Language_Model  PDF
• 2021-07-17 PICASO: Permutation-Invariant Cascaded Attentional Set Operator    Samira Zare, Hien Van Nguyen arXiv_CV arXiv_CV  Pose  Classification  Detection  Attention  Image_Classification  Prediction  PDF
• 2021-07-16 Rectifying the Shortcut Learning of Background: Shared Object Concentration for Few-Shot Image Recognition    Xu Luo, Longhui Wei, Liangjian Wen, Jinrong Yang, Lingxi Xie, Zenglin Xu, Qi Tian arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-07-16 A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Converlutional Neural Networks to Visual Transformers    Peng Zhao, Chen Li, Md Mamunur Rahaman, Hechen Yang, Tao Jiang, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-07-15 Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks    Andrey Malinin, Neil Band, German Chesnokov, Yarin Gal, Mark J. F. Gales, Alexey Noskov, Andrey Ploskonosov, Liudmila Prokhorenkova, Ivan Provilkov, Vatsal Raina, Vyas Raina, Mariya Shmatova, Panos Tigas, Boris Yangel arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-07-15 An Efficient and Small Convolutional Neural Network for Pest Recognition -- ExquisiteNet    Shi-Yao Zhou, Chung-Yen Su arXiv_CV arXiv_CV  Recognition  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-07-14 Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion    Mingbao Lin, Rongrong Ji, Bohong Chen, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Qi Tian arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-07-13 Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification    Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina arXiv_CV arXiv_CV  Transfer_Learning  3D  Classification  Medical  Image_Classification  PDF
• 2021-07-12 Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning    Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2021-07-12 Improvement of image classification by multiple optical scattering    Xinyu Gao, Yi Li, Yanqing Qiu, Bangning Mao, Miaogen Chen, Yanlong Meng, Chunliu Zhao, Juan Kang, Yong Guo, Changyu Shen arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2021-07-11 Contrast R-CNN for Continual Learning in Object Detection    Kai Zheng, Cen Chen arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-07-10 Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique    Atul Sharma, Bulla Rajesh, Mohammed Javed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Image_Classification  PDF
• 2021-07-10 Semi-Supervised Learning with Multi-Head Co-Training    Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-07-10 Local-to-Global Self-Attention in Vision Transformers    Jinpeng Li, Yichao Yan, Shengcai Liao, Xiaokang Yang, Ling Shao arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Attention  Image_Classification  PDF
• 2021-07-09 Towards Robust General Medical Image Segmentation    Laura Daza, Juan C. Pérez, Pablo Arbeláez arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-07-08 Exploiting the relationship between visual and textual features in social networks for image classification with zero-shot deep learning    Luis Lucas, David Tomas, Jose Garcia-Rodriguez arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-07 Federated Learning with Downlink Device Selection    Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2021-07-07 Introducing the structural bases of typicality effects in deep learning    Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-07 Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification    Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  PDF
• 2021-07-07 SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers    Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot arXiv_AI arXiv_AI  Transformer  Embedding  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-07 GLiT: Neural Architecture Search for Global and Local Image Transformer    Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie yan, Wanli Ouyang arXiv_CV arXiv_CV  Transformer  NAS  Recognition  Pose  Classification  Relation  Image_Classification  PDF
• 2021-07-06 Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps    Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-07-06 Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation    Yufei Wang, Haoliang Li, Lap-pui Chau, Alex C. Kot arXiv_AI arXiv_AI  Segmentation  Reinforcement_Learning  Regularization  Knowledge  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-06 Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis    Christoph Berger, Magdalini Paschali, Ben Glocker, Konstantinos Kamnitsas arXiv_CV arXiv_CV  Classification  Detection  Medical  Image_Classification  PDF
• 2021-07-06 GCN-Based Linkage Prediction for Face Clusteringon Imbalanced Datasets: An Empirical Study    Huafeng Yang, Xingjian Chen, Fangyi Zhang, Guangyue Hei, Yunjie Wang, Rong Du arXiv_CV arXiv_CV  Face  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-07-05 Vision Xformers: Efficient Attention for Image Classification    Pranav Jeevan, Amit Sethi (Indian Institute of Technology Bombay) arXiv_AI arXiv_AI  Transformer  Embedding  OCR  Classification  Attention  CNN  Image_Classification  PDF
• 2021-07-05 Continual Contrastive Self-supervised Learning for Image Classification    Zhiwei Lin, Yongtao Wang, Hongxiang Lin arXiv_AI arXiv_AI  Unsupervised  Knowledge  Self-Supervised  Classification  Image_Classification  PDF
• 2021-07-02 Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription    Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov arXiv_SD arXiv_SD  Recognition  Speech  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-07-02 Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings    Yibao Sun, Xingru Huang, Yaqi Wang, Huiyu Zhou, Qianni Zhang arXiv_CV arXiv_CV  Embedding  Pose  Classification  Image_Classification  PDF
• 2021-07-02 Mixed Supervision Learning for Whole Slide Image Classification    Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-07-02 MMF: Multi-Task Multi-Structure Fusion for Hierarchical Image Classification    Xiaoni Li, Yucan Zhou, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-07-01 SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios    Suraj Kothawade, Nathan Beck, Krishnateja Killamsetty, Rishabh Iyer arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-07-01 AutoFormer: Searching Transformers for Visual Recognition    Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling arXiv_CV arXiv_CV  Transformer  NAS  Embedding  Recognition  Pose  Classification  Detection  Image_Classification  PDF
• 2021-07-01 On the Practicality of Deterministic Epistemic Uncertainty    Janis Postels, Mattia Segu, Tao Sun, Luc Van Gool, Fisher Yu, Federico Tombari arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  Detection  Image_Classification  Inference  PDF
• 2021-07-01 Global Filter Networks for Image Classification    Yongming Rao, Wenliang Zhao, Zheng Zhu, Jiwen Lu, Jie Zhou arXiv_AI arXiv_AI  Transformer  Action  Classification  Attention  Image_Classification  PDF
• 2021-07-01 Focal Self-attention for Local-Global Interactions in Vision Transformers    Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-07-01 Overhead-MNIST: Machine Learning Baselines for Image Classification    Erik Larsen, David Noever, Korey MacVittie, John Lilly arXiv_AI arXiv_AI  Embedding  Classification  CNN  Image_Classification  PDF
• 2021-07-01 Towards Measuring Bias in Image Classification    Nina Schaaf, Omar de Mitri, Hang Beom Kim, Alexander Windberger, Marco F. Huber arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-30 One-class Steel Detector Using Patch GAN Discriminator for Visualising Anomalous Feature Map    Takato Yasuno, Junichiro Fujii, Sakura Fukami arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-06-30 Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment    Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li arXiv_CV arXiv_CV  Recognition  Salient  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-29 Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification    Neda Zamanitajeddin, Mostafa Jahanifar, Nasir Rajpoot arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-06-29 K-ZSL: Resources for Knowledge-driven Zero-shot Learning    Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-28 Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution    Yunsong Zhao, Yin Li, Zhihan Chen, Tianchong Qiu, Guojin Liu arXiv_AI arXiv_AI  Recognition  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-28 Co$^2$L: Contrastive Continual Learning    Hyuntak Cha, Jaeho Lee, Jinwoo Shin arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-28 Progressive Class-based Expansion Learning For Image Classification    Hui Wang, Hanbin Zhao, Xi Li arXiv_CV arXiv_CV  Optimization  Pose  Classification  Attention  Image_Classification  PDF
• 2021-06-28 Multi-Compound Transformer for Accurate Biomedical Image Segmentation    Yuanfeng Ji, Ruimao Zhang, Huijie Wang, Zhen Li, Lingyun Wu, Shaoting Zhang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Enhancement  Action  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-06-27 Immuno-mimetic Deep Neural Networks    Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Hero arXiv_AI arXiv_AI  Adversarial  Classification  Image_Classification  PDF
• 2021-06-26 Image Classification with CondenseNeXt for ARM-Based Computing Platforms    Priyank Kalgaonkar, Mohamed El-Sharkawy arXiv_AI arXiv_AI  Classification  CNN  Image_Classification  Autonomous  PDF
• 2021-06-26 Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification    Di Wang, Bo Du, Liangpei Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Classification  Attention  Image_Classification  PDF
• 2021-06-25 Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers    Stephanie Tsuei, Aditya Golatkar, Stefano Soatto arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-06-25 Single Image Texture Translation for Data Augmentation    Boyi Li, Yin Cui, Tsung-Yi Lin, Serge Belongie arXiv_AI arXiv_AI  Recognition  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-06-25 Efficient Document Image Classification Using Region-Based Graph Neural Network    Jaya Krishna Mandivarapu, Eric Bunch, Qian You, Glenn Fung arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  Language_Model  PDF
• 2021-06-24 Frequency Domain Convolutional Neural Network: Accelerated CNN for Large Diabetic Retinopathy Image Classification    Ee Fey Goh, ZhiYuan Chen, Wei Xiang Lim arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-23 Florida Wildlife Camera Trap Dataset    Crystal Gagne, Jyoti Kini, Daniel Smith, Mubarak Shah arXiv_CV arXiv_CV  Action  Classification  Image_Classification  PDF
• 2021-06-23 Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space    Kalun Ho, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper arXiv_CV arXiv_CV  Unsupervised  Classification  Relation  Image_Classification  PDF
• 2021-06-23 Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis    S. Joseph, H. Ujir, I. Hipiny arXiv_CV arXiv_CV  Edge_Detection  Unsupervised  Pose  Classification  Detection  Image_Classification  PDF
• 2021-06-23 A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy    Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-23 PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database    Fangyuan Lei, Da Huang, Jianjian Jiang, Ruijun Ma, Senhong Wang, Jiangzhong Cao, Yusen Lin, Qingyun Dai arXiv_AI arXiv_AI  Recognition  Image_Retrieval  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-06-22 P2T: Pyramid Pooling Transformer for Scene Understanding    Yu-Huan Wu, Yun Liu, Xin Zhan, Ming-Ming Cheng arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Salient  Pose  Action  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-06-22 The Hitchhiker's Guide to Prior-Shift Adaptation    Tomas Sipka, Milan Sulc, Jiri Matas arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  PDF
• 2021-06-22 Multi-layered Semantic Representation Network for Multi-label Image Classification    Xiwen Qu, Hao Che, Jun Huang, Linchuan Xu, Xiao Zheng arXiv_AI arXiv_AI  Image_Caption  Pose  Classification  Relation  Attention  CNN  Image_Classification  PDF
• 2021-06-22 An Alternative Auxiliary Task for Enhancing Image Classification    Chen Liu arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-06-21 On fine-tuning of Autoencoders for Fuzzy rule classifiers    Rahul Kumar Sevakula, Nishchal Kumar Verma, Hisao Ishibuchi arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-21 TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification    Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto arXiv_CV arXiv_CV  Recognition  Pose  Action  Classification  Few-Shot  Image_Classification  Inference  Video_Classification  PDF
• 2021-06-21 Pre-training also Transfers Non-Robustness    Jiaming Zhang, Jitao Sang, Qi Yi, Huiwen Dong, Jian Yu arXiv_AI arXiv_AI  Classification  Image_Classification  PDF
• 2021-06-21 Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules    Urtzi Otamendi, Iñigo Martinez, Marco Quartulli, Igor G. Olaizola, Elisabeth Viles, Werther Cambarau arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  RNN  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-21 Brain tumor grade classification Using LSTM Neural Networks with Domain Pre-Transforms    Maedeh Sadat Fasihi (1), Wasfy B. Mikhael (1) ((1) Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL) arXiv_CV arXiv_CV  Weakly_Supervised  RNN  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-06-19 Exploring Vision Transformers for Fine-grained Classification    Marcos V. Conde, Kerem Turgutlu arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Attention  Image_Classification  PDF
• 2021-06-19 Practical Transferability Estimation for Image Classification Tasks    Yang Tan, Yang Li, Shao-Lun Huang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2021-06-19 Informative Class Activation Maps    Zhenyue Qin, Dongwoo Kim, Tom Gedeon arXiv_CV arXiv_CV  Weakly_Supervised  Quantitative  Classification  Image_Classification  PDF
• 2021-06-19 QFCNN: Quantum Fourier Convolutional Neural Network    Feihong Shen, Jun Liu arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-06-18 How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers    Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer arXiv_AI arXiv_AI  Transformer  Segmentation  Regularization  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-06-18 Residual Error: a New Performance Measure for Adversarial Robustness    Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Detection  Image_Classification  Prediction  PDF
• 2021-06-18 Equivariance-bridged SO-Invariant Representation Learning using Graph Convolutional Network    Sungwon Hwang, Hyungtae Lim, Hyun Myung arXiv_CV arXiv_CV  Represenation_Learning  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-06-18 Light Lies: Optical Adversarial Attack    Kyu-Lim Kim, Jeong-Soo Kim, Seung-Ri Song, Jun-Ho Choi, Chul-Min Joo, Jong-Seok Lee arXiv_CV arXiv_CV  Quantization  Optimization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-06-18 Quantized Neural Networks via {-1, +1} Encoding Decomposition and Acceleration    Qigong Sun, Xiufang Li, Fanhua Shang, Hongying Liu, Kang Yang, Licheng Jiao, Zhouchen Lin arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-18 Effective Model Sparsification by Scheduled Grow-and-Prune Methods    Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie arXiv_AI arXiv_AI  Segmentation  3D  Sparse  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-06-17 Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes    Joseph Stember, Hrithwik Shalu arXiv_AI arXiv_AI  Reinforcement_Learning  3D  Bert  Pose  Action  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-17 Multi-Label Learning from Single Positive Labels    Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic arXiv_CV arXiv_CV  Pose  Classification  Detection  Image_Classification  PDF
• 2021-06-17 XCiT: Cross-Covariance Image Transformers    Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-17 MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data    Arpit Bansal, Micah Goldblum, Valeriia Cherepanova, Avi Schwarzschild, C. Bayan Bruss, Tom Goldstein arXiv_AI arXiv_AI  Recognition  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-06-17 Deep Subdomain Adaptation Network for Image Classification    Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Adversarial  Classification  Relation  Attention  Image_Classification  PDF
• 2021-06-17 ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks    Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman arXiv_CV arXiv_CV  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-17 Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks    Yutian Pang, Sheng Cheng, Jueming Hu, Yongming Liu arXiv_CV arXiv_CV  Enhancement  Adversarial  Classification  Image_Classification  PDF
• 2021-06-16 Effective Evaluation of Deep Active Learning on Image Classification Tasks    Nathan Beck, Durga Sivasubramanian, Apurva Dani, Ganesh Ramakrishnan, Rishabh Iyer arXiv_AI arXiv_AI  Optimization  Face  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-16 Positional Contrastive Learning for VolumetricMedical Image Segmentation    Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-06-16 Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation    Haoxiang Wang, Han Zhao, Bo Li arXiv_CV arXiv_CV  Optimization  Classification  Few-Shot  Image_Classification  Prediction  PDF
• 2021-06-16 ParticleAugment: Sampling-Based Data Augmentation    Alexander Tsaregorodtsev, Vasileios Belagiannis arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-06-16 Structured DropConnect for Uncertainty Inference in Image Classification    Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma arXiv_AI arXiv_AI  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-06-16 Disentangling Semantic-to-visual Confusion for Zero-shot Learning    Zihan Ye, Fuyuan Hu, Fan Lyu, Linyan Li, Kaizhu Huang arXiv_CV arXiv_CV  Recognition  Zero-Shot  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-06-16 Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching    Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  Matching  PDF
• 2021-06-15 BEiT: BERT Pre-Training of Image Transformers    Hangbo Bao, Li Dong, Furu Wei arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Bert  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-06-15 Contextualizing Multiple Tasks via Learning to Decompose    Han-Jia Ye, Da-Wei Zhou, Lanqing Hong, Zhenguo Li, Xiu-Shen Wei, De-Chuan Zhan arXiv_CV arXiv_CV  Recognition  Pose  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2021-06-15 Computer-aided Interpretable Features for Leaf Image Classification    Jayani P. G. Lakshika, Thiyanga S. Talagala arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Action  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-15 SAR Image Classification Based on Spiking Neural Network through Spike-Time Dependent Plasticity and Gradient Descent    Jiankun Chen, Xiaolan Qiu, Chibiao Ding, Yirong Wu arXiv_CV arXiv_CV  Unsupervised  Gradient_Descent  Face  Classification  CNN  Image_Classification  PDF
• 2021-06-15 Revisiting the Calibration of Modern Neural Networks    Matthias Minderer, Josip Djolonga, Rob Romijnders, Frances Hubis, Xiaohua Zhai, Neil Houlsby, Dustin Tran, Mario Lucic arXiv_CV arXiv_CV  Classification  Image_Classification  Prediction  PDF
• 2021-06-15 Zero-sample surface defect detection and classification based on semantic feedback neural network    Yibo Guo, Yiming Fan, Zhiyang Xiang, Haidi Wang, Wenhua Meng, Mingliang Xu arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Face  Classification  Detection  Attention  Image_Classification  Prediction  PDF
• 2021-06-15 MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis    Jaesung Tae, Hyeongju Kim, Younggun Lee arXiv_SD arXiv_SD  Knowledge  Pose  Classification  Deep_Learning  Attention  GAN  Image_Classification  Inference  PDF
• 2021-06-15 A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification    Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Zhu Li arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Image_Classification  PDF
• 2021-06-15 Learning Stable Classifiers by Transferring Unstable Features    Yujia Bao, Shiyu Chang, Regina Barzilay arXiv_AI arXiv_AI  Transfer_Learning  Classification  Relation  Image_Classification  PDF
• 2021-06-14 pix2rule: End-to-end Neuro-symbolic Rule Learning    Nuri Cingillioglu, Alessandra Russo arXiv_AI arXiv_AI  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-14 NG+ : A Multi-Step Matrix-Product Natural Gradient Method for Deep Learning    Minghan Yang, Dong Xu, Qiwen Cui, Zaiwen Wen, Pengxiang Xu arXiv_AI arXiv_AI  Transformer  Pose  Classification  Deep_Learning  Image_Classification  Recommendation  PDF
• 2021-06-14 Variational Quanvolutional Neural Networks with enhanced image encoding    Denny Mattern, Darya Martyniuk, Henri Willems, Fabian Bergmann, Adrian Paschke arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-06-13 On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification    Zahra Babaiee, Ramin Hasani, Mathias Lechner, Daniela Rus, Radu Grosu arXiv_AI arXiv_AI  Classification  Detection  CNN  Image_Classification  Inference  PDF
• 2021-06-13 Survey: Image Mixing and Deleting for Data Augmentation    Humza Naveed arXiv_CV arXiv_CV  Recognition  Regularization  Review  Pose  Survey  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-13 NDPNet: A novel non-linear data projection network for few-shot fine-gained image classification    Weichuan Zhangy, Xuefang Liuy, Zhe Xue, Yongsheng Gao, Changming Sun arXiv_CV arXiv_CV  Embedding  Pose  Action  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2021-06-13 DMSANet: Dual Multi Scale Attention Network    Abhinav Sagar arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-13 An Interaction-based Convolutional Neural Network Towards Better Understanding of COVID-19 X-ray Images    Shaw-Hwa Lo, Yiqiao Yin arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-06-12 Disrupting Model Training with Adversarial Shortcuts    Ivan Evtimov, Ian Covert, Aditya Kusupati, Tadayoshi Kohno arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-11 HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers    Mingyu Ding, Xiaochen Lian, Linjie Yang, Peng Wang, Xiaojie Jin, Zhiwu Lu, Ping Luo arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Pose_Estimation  Pose  Classification  Detection  CNN  Image_Classification  Prediction  PDF
• 2021-06-11 AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation    Mingxiang Chen, Zhanguo Chang, Haonan Lu, Bitao Yang, Zhuang Li, Liufang Guo, Zhecheng Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Image_Retrieval  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-11 MlTr: Multi-label Classification with Transformer    Xing Cheng, Hezheng Lin, Xiangyu Wu, Fan Yang, Dong Shen, Zhongyuan Wang, Nian Shi, Honglin Liu arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-06-10 Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning    Adrian Spurr, Aneesh Dahiya, Xucong Zhang, Xi Wang, Otmar Hilliges arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose_Estimation  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-10 Deep neural network loses attention to adversarial images    Shashank Kotyan, Danilo Vasconcellos Vargas arXiv_AI arXiv_AI  Gradient_Descent  Salient  Adversarial  Classification  Attention  Image_Classification  PDF
• 2021-06-09 Rethink Transfer Learning in Medical Image Classification    Le Peng, Hengyue Liang, Taihui Li, Ju Sun arXiv_CV arXiv_CV  Transfer_Learning  Classification  Medical  CNN  Image_Classification  PDF
• 2021-06-09 Salient Positions based Attention Network for Image Classification    Sheng Fang, Kaiyu Li, Zhe Li arXiv_CV arXiv_CV  Salient  Knowledge  Pose  Classification  Attention  Image_Classification  PDF
• 2021-06-09 CLCC: Contrastive Learning for Color Constancy    Yi-Chen Lo, Chia-Che Chang, Hsuan-Chao Chiu, Yu-Hao Huang, Chia-Ping Chen, Yu-Lin Chang, Kevin Jou arXiv_CV arXiv_CV  Sparse  Contrastive_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-09 Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection    Hritam Basak, Rohit Kundu, Sukanta Chakraborty, Nibaran Das arXiv_AI arXiv_AI  Optimization  Pose  Classification  Deep_Learning  Detection  CNN  Image_Classification  Prediction  PDF
• 2021-06-08 Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching    Tomas Folke, Scott Cheng-Hsin Yang, Sean Anderson, Patrick Shafto arXiv_AI arXiv_AI  Pose  Classification  Medical  Image_Classification  PDF
• 2021-06-08 SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation    Taehun Kim, Jinseong Kim, Daijin Kim arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-06-07 Reveal of Vision Transformers Robustness against Adversarial Attacks    Ahmed Aldahdooh, Wassim Hamidouche, Olivier Deforges arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Classification  Attention  CNN  Image_Classification  PDF
• 2021-06-07 Refiner: Refining Self-attention for Vision Transformers    Daquan Zhou, Yujun Shi, Bingyi Kang, Weihao Yu, Zihang Jiang, Yuan Li, Xiaojie Jin, Qibin Hou, Jiashi Feng arXiv_CV arXiv_CV  Transformer  Classification  Attention  Image_Classification  PDF
• 2021-06-07 Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer    Zilong Huang, Youcheng Ben, Guozhong Luo, Pei Cheng, Gang Yu, Bin Fu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-06-07 Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training    Dominic Masters, Antoine Labatie, Zach Eaton-Rosen, Carlo Luschi arXiv_CV arXiv_CV  Classification  Image_Classification  Inference  PDF
• 2021-06-07 An Intelligent Hybrid Model for Identity Document Classification    Nouna Khandan arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-06-07 Representation mitosis in wide neural networks    Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-06-05 An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification    Suvidha Tripathi, Satish Kumar Singh, Hwee Kuan Lee arXiv_AI arXiv_AI  RNN  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-05 Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment    Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-06-04 Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics    Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Classification  Activity  CNN  Image_Classification  PDF
• 2021-06-04 Efficient Classification of Very Large Images with Tiny Objects    Fanjie Kong, Ricardo Henao arXiv_CV arXiv_CV  Face  Action  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2021-06-04 RegionViT: Regional-to-Local Attention for Vision Transformers    Chun-Fu Chen, Rameswar Panda, Quanfu Fan arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-04 Improve the Interpretability of Attention: A Fast, Accurate, and Interpretable High-Resolution Attention Model    Tristan Gomez, Suiyi Ling, Thomas Fréour, Harold Mouchère arXiv_CV arXiv_CV  Person_Re-identification  Pose  Classification  Few-Shot  Attention  Re-identification  Image_Classification  Prediction  PDF
• 2021-06-04 A New Gastric Histopathology Subsize Image Database for Classification Algorithm Test: from Linear Regression to Visual Transformer    Weiming Hu, Chen Li, Xiaoyan Li, Haoyuan Chen, Wanli Liu, Changhao Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Image_Classification  PDF
• 2021-06-03 Stochastic Whitening Batch Normalization    Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham, Mohak Shah arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-06-03 Nonuniform Defocus Removal for Image Classification    Nguyen Hieu Thao, Oleg Soloviev, Jacques Noom, Michel Verhaegen arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-03 A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer    Ao Chen, Chen Li, Haoyuan Chen, Hechen Yang, Peng Zhao, Weiming Hu, Wanli Liu, Shuojia Zou, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Review  Adversarial  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-06-03 Denoising and Optical and SAR Image Classifications Based on Feature Extraction and Sparse Representation    Battula Balnarsaiah, G Rajitha arXiv_CV arXiv_CV  Sparse  Action  Classification  Relation  Denoising  Image_Classification  PDF
• 2021-06-03 TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data    Pengda Qin, Yuhong Li arXiv_CL arXiv_CL  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-03 Attention-Guided Supervised Contrastive Learning for Semantic Segmentation    Ho Hin Lee, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Bennett A. Landman, Yuankai Huo arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Pose  Contrastive_Learning  Classification  Attention  GAN  Medical  Image_Classification  Prediction  PDF
• 2021-06-02 Towards Robust Classification Model by Counterfactual and Invariant Data Generation    Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg arXiv_AI arXiv_AI  Salient  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-06-01 Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks    Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk arXiv_CV arXiv_CV  Restoration  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2021-06-01 Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks    Giorgio Morales, John Sheppard, Riley Logan, Joseph Shaw arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-01 Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification    Hao Cheng, Kim-Hui Yap, Bihan Wen arXiv_CV arXiv_CV  Image_Caption  Sparse  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-06-01 Rethinking Pseudo Labels for Semi-Supervised Object Detection    Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis arXiv_CV arXiv_CV  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-31 MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens    Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  Inference  PDF
• 2021-05-31 Analysis of convolutional neural network image classifiers in a hierarchical max-pooling model with additional local pooling    Benjamin Walter arXiv_CV arXiv_CV  Classification  CNN  Image_Classification  PDF
• 2021-05-31 Scorpion detection and classification systems based on computer vision and deep learning for health security purposes    Francisco Luis Giambelluca, Marcelo A. Cappelletti, Jorge Osio, Luis A. Giambelluca arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-31 Bounded logit attention: Learning to explain image classifiers    Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-05-31 Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent    Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  PDF
• 2021-05-31 Dual-stream Network for Visual Recognition    Mingyuan Mao, Renrui Zhang, Honghui Zheng, Peng Gao, Teli Ma, Yan Peng, Errui Ding, Shumin Han arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  Pose  Action  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-05-30 High Performance Hyperspectral Image Classification using Graphics Processing Units    Mahmoud Hossam arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Image_Classification  Autonomous  PDF
• 2021-05-30 EPSANet: An Efficient Pyramid Split Attention Block on Convolutional Neural Network    Hu Zhang, Keke Zu, Jian Lu, Yuru Zou, Deyu Meng arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-05-30 Transformer-Based Deep Image Matching for Generalizable Person Re-identification    Shengcai Liao, Ling Shao arXiv_CV arXiv_CV  Transformer  Person_Re-identification  Represenation_Learning  Pose  Classification  Attention  Re-identification  Image_Classification  Prediction  Matching  PDF
• 2021-05-29 A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification    Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2021-05-29 Less is More: Pay Less Attention in Vision Transformers    Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  Pose  Classification  Deep_Learning  Detection  Object_Detection  Attention  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-05-29 FoveaTer: Foveated Transformer for Image Classification    Aditya Jonnalagadda, William Wang, Miguel P. Eckstein arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Action  Classification  Attention  Image_Classification  PDF
• 2021-05-29 EDDA: Explanation-driven Data Augmentation to Improve Model and Explanation Alignment    Ruiwen Li (co-first author), Zhibo Zhang (co-first author), Jiani Li, Scott Sanner, Jongseong Jang, Yeonjeong Jeong, Dongsub Shim arXiv_AI arXiv_AI  Salient  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-05-28 A systematic review of transfer learning based approaches for diabetic retinopathy detection    Burcu Oltu, Büşra Kübra Karaca, Hamit Erdem, Atilla Özgür arXiv_CV arXiv_CV  Transfer_Learning  Review  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-05-28 AutoSampling: Search for Effective Data Sampling Schedules    Ming Sun, Haoxuan Dou, Baopu Li, Lei Cui, Junjie Yan, Wanli Ouyang arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-28 ResT: An Efficient Transformer for Visual Recognition    Qinglong Zhang, Yubin Yang arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Pose  Action  Classification  Attention  Image_Classification  PDF
• 2021-05-27 Training With Data Dependent Dynamic Learning Rates    Shreyas Saxena, Nidhi Vyas, Dennis DeCoste arXiv_AI arXiv_AI  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-05-26 ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans    Hasib Zunair, Aimon Rahman, Nabeel Mohammed arXiv_CV arXiv_CV  3D  RNN  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-26 Aggregating Nested Transformers    Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Tomas Pfister arXiv_CV arXiv_CV  Transformer  Pose  Classification  Image_Classification  PDF
• 2021-05-26 Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities    Lizeth Gonzalez-Carabarin, Iris A.M. Huijben, Bastiaan S. Veeling, Alexandre Schmid, Ruud J.G. van Sloun arXiv_CV arXiv_CV  Quantization  Optimization  Sparse  Pose  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-05-26 Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers    Yujia Bao, Shiyu Chang, Regina Barzilay arXiv_AI arXiv_AI  Text_Classification  Optimization  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-05-24 FedScale: Benchmarking Model and System Performance of Federated Learning    Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  Optimization  Speech  Classification  Detection  Object_Detection  Speech_Recognition  Image_Classification  Language_Model  PDF
• 2021-05-24 StructuralLM: Structural Pre-training for Form Understanding    Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si arXiv_CL arXiv_CL  Image_Caption  Pose  Action  Classification  VQA  Image_Classification  Language_Model  PDF
• 2021-05-24 Pulmonary embolism identification in computerized tomography pulmonary angiography scans with deep learning technologies in COVID-19 patients    Chairi Kiourt, Georgios Feretzakis, Konstantinos Dalamarinis, Dimitris Kalles, Georgios Pantos, Ioannis Papadopoulos, Spyros Kouris, George Ioannakis, Evangelos Loupelis, Aikaterini Sakagianni arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-05-22 PLM: Partial Label Masking for Imbalanced Multi-label Classification    Kevin Duarte, Yogesh S. Rawat, Mubarak Shah arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-05-21 Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning    Muhammad Tayyab, Fahad Ahmad Khan, Abhijit Mahalanobis arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-05-21 Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices    Mustafa Ayazoglu arXiv_AI arXiv_AI  Reconstruction  Quantization  Super_Resolution  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-21 Rotation invariant CNN using scattering transform for image classification    Rosemberg Rodriguez Salas (LIGM), Eva Dokladalova (LIGM), Petr Dokládal (CMM) arXiv_CV arXiv_CV  3D  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2021-05-21 Safety Metrics for Semantic Segmentation in Autonomous Driving    Chih-Hong Cheng, Alois Knoll, Hsuan-Cheng Liao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  Autonomous  PDF
• 2021-05-21 Visual representation of negation: Real world data analysis on comic image design    Yuri Sato, Koji Mineshima, Kazuhiro Ueda arXiv_AI arXiv_AI  Image_Caption  Knowledge  Classification  Deep_Learning  Caption  Image_Classification  PDF
• 2021-05-20 Opening Deep Neural Networks with Generative Models    Marcos Vendramini, Hugo Oliveira, Alexei Machado, Jefersson A. dos Santos arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  CNN  Image_Classification  Prediction  PDF
• 2021-05-20 AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray    Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James Hendler arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Relation  CNN  Image_Classification  PDF
• 2021-05-20 Intra-Model Collaborative Learning of Neural Networks    Shijie Fang, Tong Lin arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  PDF
• 2021-05-20 Superpixel-based Domain-Knowledge Infusion in Computer Vision    Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, Tirtharaj Dash arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Face  Classification  Detection  Relation  Face_Recognition  CNN  Image_Classification  PDF
• 2021-05-19 Correlated Input-Dependent Label Noise in Large-Scale Image Classification    Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-19 Prototype Guided Federated Learning of Visual Feature Representations    Umberto Michieli, Mete Ozay arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Knowledge  Pose  Classification  Relation  Attention  Image_Classification  Prediction  PDF
• 2021-05-19 A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning    Yuexin Xiang, Tiantian Li, Wei Ren, Tianqing Zhu, Kim-Kwang Raymond Choo arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-17 Deep Metric Learning for Few-Shot Image Classification: A Selective Review    Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Review  Survey  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-05-17 BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval    Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mário Caetano, Begüm Demir, Volker Markl arXiv_CV arXiv_CV  Scene_Classification  Image_Retrieval  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-05-17 Large-Scale Unsupervised Person Re-Identification with Contrastive Learning    Weiquan Huang, Yan Bai, Qiuyu Ren, Xinbo Zhao, Ming Feng, Yin Wang arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Re-identification  Image_Classification  PDF
• 2021-05-17 Dermoscopic Image Classification with Neural Style Transfer    Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Pose  Classification  Image_Classification  PDF
• 2021-05-16 Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers    Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-16 Semi-Supervised Classification and Segmentation on High Resolution Aerial Images    Sahil Khose, Abhiraj Tiwari, Ankita Ghosh arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-05-16 Real-time Detection of Practical Universal Adversarial Perturbations    Kenneth T. Co, Luis Muñoz-González, Leslie Kanthan, Emil C. Lupu arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-05-15 Rethinking Skip Connection with Layer Normalization in Transformers and ResNets    Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-05-15 Analyzing Images for Music Recommendation    Anant Baijal, Vivek Agarwal, Danny Hyun arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Recommendation  PDF
• 2021-05-14 MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations    Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Knowledge  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-05-13 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency    Haiping Wu, Xiaolong Wang arXiv_CV arXiv_CV  Image_Caption  Tracking  Recognition  Object_Tracking  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Relation  Image_Classification  PDF
• 2021-05-13 Adaptive Test-Time Augmentation for Low-Power CPU    Luca Mocerino, Roberto G. Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii arXiv_CV arXiv_CV  Pose  Classification  CNN  Image_Classification  Inference  Prediction  PDF
• 2021-05-12 Segmenter: Transformer for Semantic Segmentation    Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid arXiv_AI arXiv_AI  Transformer  Segmentation  Embedding  Semantic_Segmentation  Classification  Image_Classification  PDF
• 2021-05-12 Label Geometry Aware Discriminator for Conditional Generative Networks    Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-05-12 A Novel Uncertainty-aware Collaborative Learning Method for Remote Sensing Image Classification Under Multi-Label Noise    Ahmet Kerem Aksoy, Mahdyar Ravanbakhsh, Tristan Kreuziger, Begum Demir arXiv_CV arXiv_CV  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-05-11 Image Classification with Classic and Deep Learning Techniques    Òscar Lorente, Ian Riera, Aditya Rana arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-05-11 A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification    Wenkai Liang, Yan Wu, Ming Li, Peng Zhang, Yice Cao, Xin Hu arXiv_CV arXiv_CV  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2021-05-10 An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery    Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala arXiv_CV arXiv_CV  Surveillance  Recognition  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-05-10 A framework for the automation of testing computer vision systems    Franz Wotawa, Lorenz Klampfl, Ledio Jahaj arXiv_CV arXiv_CV  Surveillance  Recognition  Face  Classification  Image_Classification  PDF
• 2021-05-10 AFINet: Attentive Feature Integration Networks for Image Classification    Xinglin Pan, Jing Xu, Yu Pan, liangjian Wen, WenXiang Lin, Kun Bai, Zenglin Xu arXiv_CV arXiv_CV  Classification  Relation  CNN  Image_Classification  PDF
• 2021-05-10 In-Hindsight Quantization Range Estimation for Quantized Training    Marios Fournarakis, Markus Nagel arXiv_AI arXiv_AI  Quantization  Pose  Classification  Image_Classification  Inference  PDF
• 2021-05-10 Robust Training Using Natural Transformation    Shuo Wang, Lingjuan Lyu, Surya Nepal, Carsten Rudolph, Marthie Grobler, Kristen Moore arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Adversarial  Classification  Deep_Learning  GAN  Image_Classification  PDF
• 2021-05-09 Truly shift-equivariant convolutional neural networks with adaptive polyphase upsampling    Anadi Chaman, Ivan Dokmanić arXiv_CV arXiv_CV  Reconstruction  Pose  Classification  CNN  Image_Classification  PDF
• 2021-05-09 DiagSet: a dataset for prostate cancer histopathological image classification    Michał Koziarski, Bogusław Cyganek, Bogusław Olborski, Zbigniew Antosz, Marcin Żydak, Bogdan Kwolek, Paweł Wąsowicz, Andrzej Bukała, Jakub Swadźba, Piotr Sitkowski arXiv_CV arXiv_CV  Recognition  Pose  Classification  Detection  Image_Classification  Prediction  PDF
• 2021-05-08 MetaKernel: Learning Variational Random Features with Limited Labels    Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2021-05-07 ResMLP: Feedforward networks for image classification with data-efficient training    Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-07 Exploring Instance Relations for Unsupervised Feature Embedding    Yifei Zhang, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Pose  Contrastive_Learning  Classification  Relation  Image_Classification  PDF
• 2021-05-07 Few-Shot Learning for Image Classification of Common Flora    Joshua Ball arXiv_CV arXiv_CV  Transfer_Learning  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-05-06 Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments    Martin Schuessler, Philipp Weiß, Leon Sixt arXiv_AI arXiv_AI  3D  Classification  Image_Classification  PDF
• 2021-05-06 Sparse convolutional context-aware multiple instance learning for whole slide image classification    Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch arXiv_CV arXiv_CV  Sparse  Classification  CNN  Image_Classification  PDF
• 2021-05-06 Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet    Luke Melas-Kyriazi arXiv_CV arXiv_CV  Transformer  Embedding  Classification  Attention  Image_Classification  PDF
• 2021-05-06 VideoLT: Large-scale Long-tailed Video Recognition    Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry Davis arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-05-05 Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks    Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  Pose  Classification  Relation  Attention  Image_Classification  PDF
• 2021-05-05 A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme    Jayasree Saha, Yuvraj Khanna, Jayanta Mukherjee arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Image_Classification  PDF
• 2021-05-05 Perceptual Gradient Networks    Dmitry Nikulin, Roman Suvorov, Aleksei Ivakhnenko, Victor Lempitsky arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-05-05 MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space    Rui Huang, Yixuan Li arXiv_CV arXiv_CV  Pose  Classification  Detection  Image_Classification  Inference  PDF
• 2021-05-04 MLP-Mixer: An all-MLP Architecture for Vision    Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Regularization  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-05-03 Synthetic Data for Model Selection    Matan Fintz, Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni arXiv_CV arXiv_CV  Classification  Image_Classification  PDF
• 2021-05-02 GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning    Hanchi Ren, Jingjing Deng, Xianghua Xie arXiv_CV arXiv_CV  RNN  Adversarial  Pose  Face  Classification  Deep_Learning  GAN  Re-identification  Image_Classification  PDF
• 2021-05-02 Subspace Representation Learning for Few-shot Image Classification    Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-30 Embedding Semantic Hierarchy in Discrete Optimal Transport for Risk Minimization    Yubin Ge, Site Li, Xuyang Li, Fangfang Fan, Wanqing Xie, Jane You, Xiaofeng Liu arXiv_CV arXiv_CV  Embedding  Optimization  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2021-04-30 Submodular Mutual Information for Targeted Data Subset Selection    Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-04-30 Black-box adversarial attacks using Evolution Strategies    Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-04-30 Deep Image Destruction: A Comprehensive Study on Vulnerability of Deep Image-to-Image Models against Adversarial Attacks    Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim, Cho-Jui Hsieh, Jong-Seok Lee arXiv_CV arXiv_CV  Adversarial  Quantitative  Classification  Image_Classification  PDF
• 2021-04-30 Unsupervised data augmentation for object detection    Yichen Zhang, Zeyang Song, Wenbo Li arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-04-30 GM-MLIC: Graph Matching based Multi-Label Image Classification    Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Relation  Image_Classification  Prediction  Matching  PDF
• 2021-04-29 Ensembling with Deep Generative Views    Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang arXiv_CV arXiv_CV  Reconstruction  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-04-29 GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification    Haoyuan Chen, Chen Li, Xiaoyan Li, Ge Wang, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-04-29 Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm    Kun Jiang, Zhaoli Liu, Zheng Liu, Qindong Sun arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-29 Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions    Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato arXiv_CV arXiv_CV  Face_Detection  Pose  Face  Classification  Detection  CNN  Image_Classification  Inference  PDF
• 2021-04-28 EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion    Christos Kyrkou, Theocharis Theocharides arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Drone  CNN  Image_Classification  Inference  PDF
• 2021-04-28 Filter Distribution Templates in Convolutional Networks for Image Classification Tasks    Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2021-04-28 Zero-Shot Detection via Vision and Language Knowledge Distillation    Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, Yin Cui arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-04-28 Boosting Co-teaching with Compression Regularization for Label Noise    Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A.K. Suykens arXiv_CV arXiv_CV  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-28 Deep Neural Networks Based Weight Approximation and Computation Reuse for 2-D Image Classification    Mohammed F. Tolba, Huruy Tekle Tesfai, Hani Saleh, Baker Mohammad, Mahmoud Al-Qutayri arXiv_CV arXiv_CV  Recognition  Pose  Classification  Image_Classification  Inference  PDF
• 2021-04-28 Deep Domain Generalization with Feature-norm Network    Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan arXiv_AI arXiv_AI  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-04-27 ConTNet: Why not use convolution and transformer at the same time?    Haotian Yan, Zhe Li, Weijian Li, Changhu Wang, Ming Wu, Chuang Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Prediction  PDF
• 2021-04-27 Explaining in Style: Training a GAN to explain a classifier in StyleSpace    Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri arXiv_CV arXiv_CV  Pose  Face  Classification  GAN  Image_Classification  PDF
• 2021-04-27 Rethinking BiSeNet For Real-time Semantic Segmentation