Image_Classification
Image_Classification
-
Image-Based Vehicle Classification by Synergizing Features from Supervised and Self-Supervised Learning Paradigms
Shihan Ma, Jidong J. Yang
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Classification
Detection
Object_Detection
Image_Classification
Prediction
PDF
-
Deep Dependency Networks for Multi-Label Classification
Shivvrat Arya, Yu Xiang, Vibhav Gogate
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Deep_Learning
Activity
Image_Classification
Inference
PDF
-
Deep Active Learning for Scientific Computing in the Wild
Simiao Ren, Yang Deng, Willie J. Padilla, Leslie Collins, Jordan Malof
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Image_Classification
PDF
-
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
Alexandre Heuillet, Hedi Tabia, Hichem Arioui
arXiv_AI
arXiv_AI
NAS
Reinforcement_Learning
Represenation_Learning
Self-Supervised
Contrastive_Learning
Classification
Deep_Learning
Attention
CNN
Image_Classification
PDF
-
Reverse engineering adversarial attacks with fingerprints from adversarial examples
David Aaron Nicholson (1), Vincent Emanuele (1) ((1) Embedded Intelligence)
arXiv_AI
arXiv_AI
Knowledge
Adversarial
Classification
Image_Classification
PDF
-
UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers
Dachuan Shi, Chaofan Tao, Ying Jin, Zhendong Yang, Chun Yuan, Jiaqi Wang
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Optimization
Image_Retrieval
Pose
Classification
VQA
Attention
Caption
Image_Classification
PDF
-
NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning
Jianfeng Wang, Xiaolin Hu, Thomas Lukasiewicz
arXiv_CV
arXiv_CV
Classification
Image_Classification
Prediction
PDF
-
Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease
Maha M. Alwuthaynani, Zahraa S. Abdallah, Raul Santos-Rodriguez
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Knowledge
Pose
Classification
Deep_Learning
Detection
Attention
Medical
CNN
Image_Classification
PDF
-
Rethinking Soft Label in Label Distribution Learning Perspective
Seungbum Hong, Jihun Yoon, Bogyu Park, Min-Kook Choi
arXiv_CV
arXiv_CV
Pose
Classification
CNN
Image_Classification
Inference
PDF
-
Inference Time Evidences of Adversarial Attacks for Forensic on Transformers
Hugo Lemarchant, Liangzi Li, Yiming Qian, Yuta Nakashima, Hajime Nagahara
arXiv_CV
arXiv_CV
Transformer
Adversarial
Classification
Detection
Image_Classification
Inference
PDF
-
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification
Zhize Wu, Changjiang Du, Le Zou, Ming Tan, Tong Xu, Fan Cheng, Fudong Nian, Thomas Weise
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Classification
Image_Classification
PDF
-
SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation
Qiang Wan, Zilong Huang, Jiachen Lu, Gang Yu, Li Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Enhancement
Pose
Classification
Attention
Image_Classification
PDF
-
Equivariant Differentially Private Deep Learning
Florian A. Hölzl, Daniel Rueckert, Georgios Kaissis
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Anchor-Based Adversarially Robust Zero-Shot Learning Driven by Language
Xiao Li, Wei Zhang, Yining Liu, Zhanhao Hu, Bo Zhang, Xiaolin Hu
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Adversarial
Pose
Classification
Image_Classification
PDF
-
Lateralized Learning for Multi-Class Visual Classification Tasks
Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Action
Classification
Deep_Learning
Image_Classification
Prediction
PDF
-
The Influences of Color and Shape Features in Visual Contrastive Learning
Xiaoqi Zhuang
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Contrastive_Learning
Quantitative
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits
Simone Sarti, Eugenio Lomurno, Matteo Matteucci
arXiv_AI
arXiv_AI
Classification
CNN
Image_Classification
Inference
Prediction
PDF
-
Direct Parameterization of Lipschitz-Bounded Deep Networks
Ruigang Wang, Ian R. Manchester
arXiv_AI
arXiv_AI
Classification
CNN
Image_Classification
PDF
-
Universal Domain Adaptation for Remote Sensing Image Scene Classification
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Unsupervised
Scene_Classification
Knowledge
Pose
Classification
Relation
Image_Classification
PDF
-
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities
Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Semantic_Segmentation
Zero-Shot
Classification
Detection
Relation
Object_Detection
Image_Classification
Language_Model
PDF
-
Explore the Power of Dropout on Few-shot Learning
Shaobo Lin, Xingyu Zeng, Rui Zhao
arXiv_CV
arXiv_CV
Regularization
Classification
Deep_Learning
Detection
Few-Shot
Object_Detection
Image_Classification
PDF
-
Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification
Iván de Andrés Tamé, Kirill Sirotkin, Pablo Carballeira, Marcos Escudero-Viñolo
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Classification
Deep_Learning
Attention
Medical
Image_Classification
PDF
-
Toward Realistic Evaluation of Deep Active Learning Algorithms in Image Classification
Carsten T. Lüth, Till J. Bungert, Lukas Klein, Paul F. Jaeger
arXiv_CV
arXiv_CV
Self-Supervised
Classification
Image_Classification
PDF
-
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification
Indel Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Classification
Image_Classification
Prediction
PDF
-
Connecting metrics for shape-texture knowledge in computer vision
Tiago Oliveira, Tiago Marques, Arlindo L. Oliveira
arXiv_CV
arXiv_CV
Transformer
Recognition
Knowledge
Classification
Relation
CNN
Image_Classification
PDF
-
Progressive Meta-Pooling Learning for Lightweight Image Classification Model
Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
arXiv_CV
arXiv_CV
Pose
Classification
CNN
Image_Classification
PDF
-
Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer
Teru Nagamori, Hitoshi Kiya
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Unifying Synergies between Self-supervised Learning and Dynamic Computation
Tarun Krishna, Ayush K Rai, Alexandru Drimbarean, Alan F Smeaton, Kevin McGuinness, Noel E O'Connor
arXiv_CV
arXiv_CV
Sparse
Knowledge
Self-Supervised
Pose
Classification
Image_Classification
Inference
PDF
-
MultiNet with Transformers: A Model for Cancer Diagnosis Using Images
Hosein Barzekar, Yash Patel, Ling Tong, Zeyun Yu
arXiv_CV
arXiv_CV
Transformer
Classification
Medical
Image_Classification
PDF
-
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks
Tehseen Zia, Zeeshan Nisar, Shakeeb Murtaza
arXiv_CV
arXiv_CV
Unsupervised
Salient
Adversarial
Pose
Classification
GAN
Medical
Image_Classification
Prediction
PDF
-
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification
Conghao Xiong, Hao Chen, Joseph Sung, Irwin King
arXiv_AI
arXiv_AI
Transformer
Pose
Classification
Attention
Image_Classification
PDF
-
Modeling Uncertain Feature Representation for Domain Generalization
Xiaotong Li, Zixuan Hu, Jun Liu, Yixiao Ge, Yongxing Dai, Ling-Yu Duan
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose_Estimation
Regularization
Pose
Classification
Deep_Learning
Image_Classification
Inference
PDF
-
A$^2$-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan Ashdown, Francesco Restuccia
arXiv_CV
arXiv_CV
Surveillance
Optimization
Pose
Classification
Detection
Relation
Object_Detection
Image_Compression
Image_Classification
PDF
-
Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification
Youngjae Song, Sung Kuk Shyn, Kwang-su Kim
arXiv_CV
arXiv_CV
Pose
Classification
GAN
Image_Classification
PDF
-
Gated Self-supervised Learning For Improving Supervised Learning
Erland Hilman Fuadi, Aristo Renaldo Ruslim, Putu Wahyu Kusuma Wardhana, Novanto Yudistira
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
Image_Classification
PDF
-
First Three Years of the International Verification of Neural Networks Competition
Christopher Brix, Mark Niklas Müller, Stanley Bak, Taylor T. Johnson, Changliu Liu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Classification
Image_Classification
Autonomous
PDF
-
CLIP the Gap: A Single Domain Generalization Approach for Object Detection
Vidit Vidit, Martin Engilberge, Mathieu Salzmann
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Detection
Object_Detection
Image_Classification
Language_Model
PDF
-
A Scalable Technique for Weak-Supervised Learning with Domain Constraints
Sudhir Agarwal, Anu Sreepathy, Lalla Mouatadid
arXiv_AI
arXiv_AI
Optimization
Represenation_Learning
Knowledge
Pose
Classification
Image_Classification
PDF
-
Online Class-Incremental Learning For Real-World Food Classification
Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Image_Classification
PDF
-
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks
Zheng Qi, AprilPyone MaungMaung, Hitoshi Kiya
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
-
1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track
Yilu Guo, Xingyue Shi, Weijie Chen, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Image_Classification
PDF
-
Does progress on ImageNet transfer to real-world datasets?
Alex Fang, Simon Kornblith, Ludwig Schmidt
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
Deep Residual Axial Networks
Nazmul Shahadat, Anthony S. Maida
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Face
Classification
CNN
Image_Classification
PDF
-
Deep Axial Hypercomplex Networks
Nazmul Shahadat, Anthony S. Maida
arXiv_CV
arXiv_CV
Pose
Action
Classification
CNN
Image_Classification
PDF
-
Enhancing ResNet Image Classification Performance by using Parameterized Hypercomplex Multiplication
Nazmul Shahadat, Anthony S. Maida
arXiv_CV
arXiv_CV
Enhancement
Classification
CNN
Image_Classification
PDF
-
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains
Indel Pal Singh, Enjie Ghorbel, Oyebade Oyedotun, Djamila Aouada
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Relation
Attention
CNN
Image_Classification
PDF
-
Deep Learning based Multi-Label Image Classification of Protest Activities
Yingzhou Lu, Kosaku Sato, Jialu Wang
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Image_Classification
PDF
-
Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification
Hao Xu, Hui Xiao, Huazheng Hao, Li Dong, Xiaojie Qiu, Chengbin Peng
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
Prediction
PDF
-
A Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models
Rei Aso, Tatsuya Chuman, Hitoshi Kiya
arXiv_CV
arXiv_CV
Embedding
Pose
Classification
Image_Classification
PDF
-
Dynamic Grained Encoder for Vision Transformers
Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng
arXiv_CV
arXiv_CV
Transformer
Segmentation
Sparse
Pose
Classification
Detection
Object_Detection
Image_Classification
Language_Model
PDF
-
Learning Support and Trivial Prototypes for Interpretable Image Classification
Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
Prediction
PDF
-
Advanced Data Augmentation Approaches: A Comprehensive Survey and Future directions
Teerath Kumar, Muhammad Turab, Kislay Raj, Alessandra Mileo, Rob Brennan, Malika Bendechache
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Review
Pose
Survey
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
-
Improving Human-AI Collaboration With Descriptions of AI Behavior
Ángel Alexander Cabrera, Adam Perer, Jason I. Hong
arXiv_AI
arXiv_AI
Review
Pose
Classification
Detection
Image_Classification
Prediction
PDF
-
Convolutional XGBoost Model for Brain Tumor Detection
Muyiwa Babayomi, Oluwatosin Atinuke Olagbaju, Abdulrasheed Adedolapo Kadiri
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Detection
Medical
CNN
Image_Classification
PDF
-
Skip-Attention: Improving Vision Transformers by Paying Less Attention
Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano, Fatih Porikli, Amirhossein Habibian
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Classification
Denoising
Attention
Image_Classification
PDF
-
MoBYv2AL: Self-supervised Active Learning for Image Classification
Razvan Caramalau, Binod Bhattarai, Danail Stoyanov, Tae-Kyun Kim
arXiv_CV
arXiv_CV
Self-Supervised
Classification
Deep_Learning
Image_Classification
PDF
-
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
arXiv_CV
arXiv_CV
Represenation_Learning
Knowledge
Pose
Classification
Attention
Medical
Image_Classification
PDF
-
Semi-MAE: Masked Autoencoders for Semi-supervised Vision Transformers
Haojie Yu, Kang Zhao, Xiaoming Xu
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Self-Supervised
Pose
Classification
Image_Classification
PDF
-
Explainability and Robustness of Deep Visual Classification Models
Jindong Gu
arXiv_CV
arXiv_CV
Transformer
Adversarial
Pose
Classification
Attention
CNN
Image_Classification
PDF
-
TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models
Sucheng Ren, Fangyun Wei, Zheng Zhang, Han Hu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Regularization
Classification
Relation
Image_Classification
PDF
-
A New Perspective to Boost Vision Transformer for Medical Image Classification
Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Self-Supervised
Pose
Classification
Medical
Image_Classification
PDF
-
GoogLe2Net: Going Transverse with Convolutions
Yuanpeng He
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
GAN
CNN
Image_Classification
PDF
-
Efficient On-device Training via Gradient Filtering
Yuedong Yang, Guihong Li, Radu Marculescu
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Classification
Image_Classification
PDF
-
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning
Sandipan Sarma, Arijit Sur
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
Image_Classification
PDF
-
Machine Learning and Thermography Applied to the Detection and Classification of Cracks in Building
Angela Busheska, Nara Almeida, Nicholas Sabella, Eudes de A. Rocha
arXiv_CV
arXiv_CV
Classification
Detection
CNN
Image_Classification
PDF
-
Learning Multimodal Data Augmentation in Feature Space
Zichang Liu, Zhiqiang Tang, Xingjian Shi, Aston Zhang, Mu Li, Anshumali Shrivastava, Andrew Gordon Wilson
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Relation
Caption
Image_Classification
PDF
-
Shape-Aware Fine-Grained Classification of Erythroid Cells
Ye Wang, Rui Ma, Xiaoqing Ma, Honghua Cui, Yubin Xiao, Xuan Wu, You Zhou
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Attention
Image_Classification
PDF
-
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification
Abu Adnan Sadi, Labib Chowdhury, Nursrat Jahan, Mohammad Newaz Sharif Rafi, Radeya Chowdhury, Faisal Ahamed Khan, Nabeel Mohammed
arXiv_AI
arXiv_AI
Pose
Classification
Medical
Image_Classification
PDF
-
Hyperspherical Loss-Aware Ternary Quantization
Dan Liu, Xue Liu
arXiv_AI
arXiv_AI
Quantization
Optimization
Regularization
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Image Classification with Small Datasets: Overview and Benchmark
L. Brigato, B. Barz, L. Iocchi, J. Denzler
arXiv_AI
arXiv_AI
Pose
Classification
GAN
Medical
Image_Classification
PDF
-
On Calibrating Semantic Segmentation Models: Analysis and An Algorithm
Dongdong Wang, Boqing Gong, Liqiang Wang
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Classification
Image_Classification
Prediction
PDF
-
When are Lemons Purple? The Concept Association Bias of CLIP
Yutaro Yamada, Yingtian Tang, Ilker Yildirim
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Embedding
Zero-Shot
Classification
VQA
Image_Classification
Language_Model
Prediction
QA
PDF
-
Reversible Column Networks
Yuxuan Cai, Yizhuang Zhou, Qi Han, Jianjian Sun, Xiangwen Kong, Jun Li, Xiangyu Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Knowledge
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Understanding and Improving the Role of Projection Head in Self-Supervised Learning
Kartik Gupta, Thalaiyasingam Ajanthan, Anton van den Hengel, Stephen Gould
arXiv_CV
arXiv_CV
Optimization
Self-Supervised
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
Semi-Supervised Learning of Monocular Depth Estimation via Consistency Regularization with K-way Disjoint Masking
Jongbeom Baek, Gyeongnyeon Kim, Seonghoon Park, Honggyu An, Matteo Poggi, Seungryong Kim
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Temporal Output Discrepancy for Loss Estimation-based Active Learning
Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Optimization
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification
Daniel F. S. Santos, Rafael G. Pires, Leandro A. Passos, João P. Papa
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning
Ramya Hebbalaguppe, Rishabh Patra, Tirtharaj Dash, Gautam Shroff, Lovekesh Vig
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Image_Classification
Prediction
PDF
-
Rethinking Label Smoothing on Multi-hop Question Answering
Zhangyue Yin, Yuxin Wang, Yiguang Wu, Hang Yan, Xiannian Hu, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Xipeng Qiu
arXiv_CL
arXiv_CL
Regularization
Pose
Classification
Attention
Image_Classification
QA
PDF
-
Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning
Gustavo H. de Rosa, Mateus Roder, João Paulo Papa, Claudio F. G. dos Santos
arXiv_AI
arXiv_AI
Reconstruction
Gradient_Descent
Recognition
Optimization
RNN
Pose
Classification
Attention
Image_Classification
PDF
-
A Generalized Framework for Critical Heat Flux Detection Using Unsupervised Image-to-Image Translation
Firas Al-Hindawi, Tejaswi Soorib, Han Hu, Md Siddiquee, Hyunsoo Yoon, Teresa Wu, Ying Sun
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Detection
GAN
Image_Classification
PDF
-
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization
Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Recognition
Knowledge
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Better May Not Be Fairer: Can Data Augmentation Mitigate Subgroup Degradation?
Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Relation
Image_Classification
Prediction
PDF
-
Scattering-induced entropy boost for highly-compressed optical sensing and encryption
Liheng Bian, Xinrui Zhan, Xuyang Chang, Daoyu Li, Rong Yan, Yinuo Zhang, Haowen Ruan, Jun Zhang
arXiv_CV
arXiv_CV
Recognition
Pose
Classification
Deep_Learning
Detection
Image_Classification
PDF
-
Convolution-enhanced Evolving Attention Networks
Yujing Wang, Yaming Yang, Zhuo Li, Jiangang Bai, Mingliang Zhang, Xiangtai Li, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Action
Classification
Relation
Attention
CNN
Image_Classification
PDF
-
Bayesian posterior approximation with stochastic ensembles
Oleksandr Balabanov, Bernhard Mehlig, Hampus Linander
arXiv_CV
arXiv_CV
Quantitative
Classification
Image_Classification
Inference
PDF
-
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks
Khondoker Murad Hossain, Tim Oates
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
-
Image-and-Language Understanding from Pixels Only
Michael Tschannen, Basil Mustafa, Neil Houlsby
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Contrastive_Learning
Classification
VQA
Image_Classification
Language_Model
PDF
-
Learning to Detect Semantic Boundaries with Image-level Class Labels
Namyup Kim, Sehyun Hwang, Suha Kwak
arXiv_AI
arXiv_AI
Boundary_Detection
Classification
Detection
Attention
Image_Classification
PDF
-
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Speech
Self-Supervised
Classification
Speech_Recognition
CNN
Image_Classification
PDF
-
SAIF: Sparse Adversarial and Interpretable Attack Framework
Tooba Imtiaz, Morgan Kohler, Jared Miller, Zifeng Wang, Mario Sznaier, Octavia Camps, Jennifer Dy
arXiv_CV
arXiv_CV
Sparse
Adversarial
Pose
Classification
Image_Classification
PDF
-
Design-time Fashion Popularity Forecasting in VR Environments
Stefanos-Iordanis Papadopoulos, Christos Koutlis, Anastasios Papazoglou-Chalikias, Symeon Papadopoulos, Spiros Nikolopoulos
arXiv_CV
arXiv_CV
Pose
Classification
Relation
Image_Classification
QA
PDF
-
Domain Generalization by Learning and Removing Domain-specific Features
Yu Ding, Lei Wang, Bin Liang, Shuming Liang, Yang Wang, Fang Chen
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
Adversarial Attacks and Defences for Skin Cancer Classification
Vinay Jogani, Joy Purohit, Ishaan Shivhare, Samina Attari, Shraddha Surtkar
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Classification
Detection
Medical
CNN
Image_Classification
Recommendation
PDF
-
Can a face tell us anything about an NBA prospect? -- A Deep Learning approach
Andreas Gavros, Foteini Gavrou
arXiv_CV
arXiv_CV
Pose
Face
Classification
Deep_Learning
Relation
GAN
CNN
Image_Classification
Prediction
PDF
-
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
Chenhongyi Yang, Jiarui Xu, Shalini De Mello, Elliot J. Crowley, Xiaolong Wang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Recognition
Classification
Detection
Object_Detection
Attention
Image_Classification
PDF
-
Regularized Optimal Transport Layers for Generalized Global Pooling Operations
Hongteng Xu, Minjie Cheng
arXiv_CV
arXiv_CV
Optimization
Pose
Classification
Image_Classification
PDF
-
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion
Zizhang Wu, Man Wang, Weiwei Sun, Yuchen Li, Tianhao Xu, Fan Wang, Keke Huang
arXiv_CV
arXiv_CV
Segmentation
Pose
Action
Classification
Detection
Object_Detection
Attention
CNN
Image_Classification
PDF
-
Synthetic Image Data for Deep Learning
Jason W. Anderson, Marcin Ziolkowski, Ken Kennedy, Amy W. Apon
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
3D
Classification
Deep_Learning
Image_Classification
Prediction
PDF
-
A Neural ODE Interpretation of Transformer Layers
Yaofeng Desmond Zhong, Tongtao Zhang, Amit Chakraborty, Biswadip Dey
arXiv_AI
arXiv_AI
Transformer
Pose
Classification
Attention
Image_Classification
PDF
-
DISCO: Adversarial Defense with Local Implicit Functions
Chih-Hui Ho, Nuno Vasconcelos
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Image_Classification
PDF
-
Using Multiple Instance Learning to Build Multimodal Representations
Peiqi Wang, William M. Wells, Seth Berkowitz, Steven Horng, Polina Golland
arXiv_CV
arXiv_CV
Represenation_Learning
Pose
Contrastive_Learning
Classification
Medical
Image_Classification
PDF
-
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments
Xiaogang Xu, Hengshuang Zhao, Philip Torr, Jiaya Jia
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Adversarial
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification
Vinay Jogani, Joy Purohit, Ishaan Shivhare, Seema C Shrawne
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Medical
CNN
Image_Classification
Prediction
PDF
-
Algorithmic progress in computer vision
Ege Erdil, Tamay Besiroglu
arXiv_CV
arXiv_CV
Classification
Image_Classification
PDF
-
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning
Jishnu Mukhoti, Tsung-Yu Lin, Omid Poursaeed, Rui Wang, Ashish Shah, Philip H.S. Torr, Ser-Nam Lim
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
Contrastive_Learning
Classification
Image_Classification
Prediction
PDF
-
Co-training $2^L$ Submodels for Visual Recognition
Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Recognition
Regularization
Classification
Image_Classification
PDF
-
Frugal Reinforcement-based Active Learning
Sebastien Deschamps, Hichem Sahbi
arXiv_CV
arXiv_CV
Reinforcement_Learning
Pose
Classification
Image_Classification
PDF
-
Dual adaptive training of photonic neural networks
Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Image_Classification
Prediction
PDF
-
DP-RAFT: A Differentially Private Recipe for Accelerated Fine-Tuning
Ashwinee Panda, Xinyu Tang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal
arXiv_AI
arXiv_AI
Classification
Image_Classification
PDF
-
Models Developed for Spiking Neural Networks
Shahriar Rezghi Shirsavar, Abdol-Hossein Vahabie, Mohammad-Reza A. Dehaqani
arXiv_CV
arXiv_CV
Review
Classification
Attention
Image_Classification
PDF
-
Development Of A Fire Detection System On Satellite Images
Sergey Yarushev, Alexey Averkin
arXiv_CV
arXiv_CV
Recognition
Classification
Detection
CNN
Image_Classification
PDF
-
Front-door Adjustment via Style Transfer for Out-of-distribution Generalisation
Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen
arXiv_AI
arXiv_AI
Style_Transfer
Knowledge
Pose
Classification
Relation
Image_Classification
Prediction
PDF
-
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang
arXiv_CV
arXiv_CV
Image_Caption
Pose
Classification
Attention
Medical
Image_Classification
PDF
-
Location-Aware Self-Supervised Transformers
Mathilde Caron, Neil Houlsby, Cordelia Schmid
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Zero-Shot
Knowledge
Pose
Classification
Image_Classification
Language_Model
PDF
-
Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition
Rong Qin, Luwen Huangfu, Devon Hood, James Ma, Sheng Huang
arXiv_AI
arXiv_AI
Recognition
Pose
Classification
CNN
Image_Classification
PDF
-
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder
Qi Tian, Kun Kuang, Kelu Jiang, Furui Liu, Zhihua Wang, Fei Wu
arXiv_AI
arXiv_AI
Adversarial
Pose
Classification
Deep_Learning
Relation
GAN
Medical
Image_Classification
PDF
-
Improving Zero-shot Generalization and Robustness of Multi-modal Models
Yunhao Ge, Jie Ren, Yuxiao Wang, Andrew Gallagher, Ming-Hsuan Yang, Laurent Itti, Hartwig Adam, Balaji Lakshminarayanan, Jiaping Zhao
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
Image_Classification
Prediction
PDF
-
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
Lukas Hoyer, Dengxin Dai, Haoran Wang, Luc Van Gool
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Recognition
Pose
Classification
Detection
Relation
Object_Detection
Image_Classification
Prediction
PDF
-
SolarDK: A high-resolution urban solar panel image classification and localization dataset
Maxim Khomiakov, Julius Holbech Radzikowski, Carl Anton Schmidt, Mathias Bonde Sørensen, Mads Andersen, Michael Riis Andersen, Jes Frellsen
arXiv_CV
arXiv_CV
Segmentation
Classification
Image_Classification
PDF
-
Evaluation of FEM and MLFEM AI-explainers in Image Classification tasks with reference-based and no-reference metrics
A. Zhukov, J. Benois-Pineau, R. Giot
arXiv_CV
arXiv_CV
Pose
Classification
Relation
Image_Classification
Video_Classification
PDF
-
Compound Batch Normalization for Long-tailed Image Classification
Lechao Cheng, Chaowei Fang, Dingwen Zhang, Guanbin Li, Gang Huang
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
ResFormer: Scaling ViTs with Multi-Resolution Training
Rui Tian, Zuxuan Wu, Qi Dai, Han Hu, Yu Qiao, Yu-Gang Jiang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Semantic_Segmentation
Recognition
Pose
Action_Recognition
Action
Quantitative
Classification
Image_Classification
PDF
-
Hyperbolic Contrastive Learning for Visual Representations beyond Objects
Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
Represenation_Learning
Pose
Contrastive_Learning
Action
Classification
Detection
Object_Detection
Image_Classification
PDF
-
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection
Jianing Li, Ming Lu, Jiaming Liu, Yandong Guo, Li Du, Shanghang Zhang
arXiv_CV
arXiv_CV
3D
Knowledge
Pose
Classification
Detection
Object_Detection
Attention
Image_Classification
Autonomous
PDF
-
Exploiting Kernel Compression on BNNs
Franyell Silfa, Jose Maria Arnau, Antonio González
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
Soft Labels for Rapid Satellite Object Detection
Matthew Ciolino, Grant Rosario, David Noever
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes
Penny Johnston, Keiller Nogueira, Kevin Swingler
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Image_Classification
PDF
-
Rethinking Two Consensuses of the Transferability in Deep Learning
Yixiong Chen, Jingxian Li, Chris Ding, Li Liu
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Knowledge
Classification
Deep_Learning
Image_Classification
PDF
-
ResNet Structure Simplification with the Convolutional Kernel Redundancy Measure
Hongzhi Zhu, Robert Rohling, Septimiu Salcudean
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Multi-Class Image Classification
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Image_Classification
Prediction
PDF
-
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification
Keith G. Mills, Di Niu, Mohammad Salameh, Weichen Qiu, Fred X. Han, Puyuan Liu, Jialin Zhang, Wei Lu, Shangling Jui
arXiv_CV
arXiv_CV
NAS
Knowledge
Pose
Classification
Relation
Image_Classification
Prediction
PDF
-
An Empirical Study on the Efficacy of Deep Active Learning for Image Classification
Yu Li, Muxi Chen, Yannan Liu, Daojing He, Qiang Xu
arXiv_AI
arXiv_AI
Classification
Image_Classification
PDF
-
Average Path Length: Sparsification of Nonlinearties Creates Surprisingly Shallow Networks
Christian H.X. Ali Mehmeti-Göpel, Jan Disselhoff
arXiv_CV
arXiv_CV
Classification
GAN
Image_Classification
PDF
-
Optimizing Explanations by Network Canonization and Hyperparameter Search
Frederik Pahde, Galip Ümit Yolcu, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin
arXiv_AI
arXiv_AI
Pose
Face
Classification
Relation
VQA
Image_Classification
PDF
-
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
arXiv_CV
arXiv_CV
Reconstruction
Classification
Few-Shot
Image_Classification
PDF
-
Towards Interpreting Vulnerability of Multi-Instance Learning via Customized and Universal Adversarial Perturbations
Yu-Xuan Zhang, Hua Meng, Xuemei Cao, Zhengchun Zhou, Mei Yang
arXiv_CV
arXiv_CV
Surveillance
Adversarial
Pose
Classification
Detection
Image_Classification
PDF
-
Pattern Attention Transformer with Doughnut Kernel
WenYuan Sheng
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Attention
Image_Classification
PDF
-
Exploiting Category Names for Few-Shot Classification with Vision-Language Models
Taihong Xiao, Zirui Wang, Liangliang Cao, Jiahui Yu, Shengyang Dai, Ming-Hsuan Yang
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Pose
Classification
Few-Shot
Image_Classification
Language_Model
PDF
-
SimCS: Simulation for Online Domain-Incremental Continual Segmentation
Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Classification
Image_Classification
Autonomous
PDF
-
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification
Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen
arXiv_AI
arXiv_AI
Sparse
Adversarial
Pose
Classification
CNN
Image_Classification
PDF
-
Impact of Automatic Image Classification and Blind Deconvolution in Improving Text Detection Performance of the CRAFT Algorithm
Clarisa V. Albarillo, Proceso L. Fernandez Jr
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Image_Classification
PDF
-
Context-Adaptive Deep Neural Networks via Bridge-Mode Connectivity
Nathan Drenkow, Alvin Tan, Chace Ashcraft, Kiran Karra
arXiv_AI
arXiv_AI
Optimization
Classification
Image_Classification
PDF
-
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification
Fang Peng, Xiaoshan Yang, Changsheng Xu
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Few-Shot
Image_Classification
Language_Model
PDF
-
RankDNN: Learning to Rank for Few-shot Learning
Qianyu Guo, Hongtong Gong, Xujun Wei, Yanwei Fu, Weifeng Ge, Yizhou Yu, Wenqiang Zhang
arXiv_CV
arXiv_CV
Image_Retrieval
Pose
Classification
Relation
Few-Shot
Image_Classification
PDF
-
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
Paul F. Jaeger, Carsten T. Lüth, Lukas Klein, Till J. Bungert
arXiv_CV
arXiv_CV
Classification
Detection
Image_Classification
Prediction
PDF
-
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis
Raunak Joshi, Abhishek Gupta, Nandan Kanvinde, Pandharinath Ghonge
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Detection
CNN
Image_Classification
PDF
-
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
CNN
Image_Classification
Prediction
PDF
-
SI-GAT: A method based on improved Graph Attention Network for sonar image classification
Can Lei, Huigang Wang, Juan Lei
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Relation
Attention
CNN
Image_Classification
PDF
-
Class Adaptive Network Calibration
Bingyuan Liu, Jérôme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Text_Classification
Optimization
Pose
Classification
Image_Classification
PDF
-
Looking at the posterior: on the origin of uncertainty in neural-network classification
H. Linander, O. Balabanov, H. Yang, B. Mehlig
arXiv_CV
arXiv_CV
Classification
Attention
CNN
Image_Classification
Inference
Prediction
PDF
-
Cross-Domain Ensemble Distillation for Domain Generalization
Kyungmoon Lee, Sungyeon Kim, Suha Kwak
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Adversarial
Pose
Classification
Image_Classification
Prediction
PDF
-
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
Siyuan Li, Li Sun, Qingli Li
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Pose
Classification
Re-identification
Image_Classification
Language_Model
PDF
-
Differentially Private Image Classification from Features
Harsh Mehta, Walid Krichene, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky
arXiv_CV
arXiv_CV
Transfer_Learning
Optimization
Pose
Classification
Image_Classification
PDF
-
Relating Regularization and Generalization through the Intrinsic Dimension of Activations
Bradley C.A. Brown, Jordan Juravsky, Anthony L. Caterini, Gabriel Loaiza-Ganem
arXiv_AI
arXiv_AI
Regularization
Classification
Image_Classification
PDF
-
Self-Supervised Learning based on Heat Equation
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Classification
Detection
Relation
Object_Detection
Image_Classification
Prediction
PDF
-
SVFormer: Semi-supervised Video Transformer for Action Recognition
Zhen Xing, Qi Dai, Han Hu, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
arXiv_CV
arXiv_CV
Transformer
Recognition
Pose
Action_Recognition
Action
Classification
CNN
Image_Classification
PDF
-
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data
Minghao Xu, Yuanfan Guo, Yi Xu, Jian Tang, Xinlei Chen, Yuandong Tian
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Action
Classification
Detection
Relation
Object_Detection
Image_Classification
Prediction
PDF
-
AugOp: Inject Transformation into Neural Operator
Longqing Ye
arXiv_CV
arXiv_CV
Pose
Classification
CNN
Image_Classification
Inference
PDF
-
Data Augmentation Vision Transformer for Fine-grained Image Classification
Chao Hu, Liqiang Zhu, Weibin Qiu, Weijie Wu
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
Pose
Classification
Attention
Image_Classification
PDF
-
ActMAD: Activation Matching to Align Distributions for Test-Time-Training
Muhammad Jehanzeb Mirza, Pol Jané Soneira, Wei Lin, Mateusz Kozinski, Horst Possegger, Horst Bischof
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Object_Detection
Image_Classification
Matching
PDF
-
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision
Jiawei Zhan, Jun Liu, Wei Tang, Guannan Jiang, Xi Wang, Bin-Bin Gao, Tianliang Zhang, Wenlong Wu, Wei Zhang, Chengjie Wang, Yuan Xie
arXiv_CV
arXiv_CV
Pose
Classification
Relation
Attention
Image_Classification
PDF
-
Word-Level Representation From Bytes For Language Modeling
Chu-Tak Lee, Qipeng Guo, Xipeng Qiu
arXiv_CL
arXiv_CL
Embedding
Bert
Text_Classification
Classification
Attention
Image_Classification
Language_Model
Prediction
PDF
-
Semantic Guided Level-Category Hybrid Prediction Network for Hierarchical Image Classification
Peng Wang, Jingzhou Chen, Yuntao Qian
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Classification
Deep_Learning
Attention
GAN
Image_Classification
Prediction
PDF
-
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models
Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher
arXiv_CV
arXiv_CV
Unsupervised
Pose
Quantitative
Classification
Image_Classification
PDF
-
Rethinking Implicit Neural Representations for vision Learners
Yiran Song, Qianyu Zhou, Lizhuang Ma
arXiv_CV
arXiv_CV
Segmentation
Super_Resolution
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Don't Watch Me: A Spatio-Temporal Trojan Attack on Deep-Reinforcement-Learning-Augment Autonomous Driving
Yinbo Yu, Jiajia Liu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Classification
Attention
Image_Classification
Autonomous
PDF
-
Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal, Stella X. Yu, Zackery Steck, Scott Kangas, Aaron A. Reite
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Image_Classification
PDF
-
Plug and Play Active Learning for Object Detection
Chenhongyi Yang, Lichao Huang, Elliot J. Crowley
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Object_Detection
Image_Classification
Matching
PDF
-
Unsupervised Domain Adaptation via Deep Hierarchical Optimal Transport
Yingxue Xu, Guihua Wen, Yang Hu, Pei Yang
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Relation
Image_Classification
PDF
-
Blind Knowledge Distillation for Robust Image Classification
Timo Kaiser, Lukas Ehmann, Christoph Reinders, Bodo Rosenhahn
arXiv_CV
arXiv_CV
Knowledge
Classification
Detection
Image_Classification
PDF
-
Neural Dependencies Emerging from Learning Massive Categories
Ruili Feng, Kecheng Zheng, Kai Zhu, Yujun Shen, Jian Zhao, Yukun Huang, Deli Zhao, Jingren Zhou, Michael Jordan, Zheng-Jun Zha
arXiv_CV
arXiv_CV
Sparse
Pose
Classification
Relation
Image_Classification
Prediction
PDF
-
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
Yue Yang, Artemis Panagopoulou, Shenghao Zhou, Daniel Jin, Chris Callison-Burch, Mark Yatskar
arXiv_CV
arXiv_CV
Recognition
Classification
Few-Shot
Image_Classification
Language_Model
PDF
-
R2-MLP: Round-Roll MLP for Multi-View 3D Object Recognition
Shuo Chen, Tan Yu, Ping Li
arXiv_CV
arXiv_CV
Recognition
3D
Classification
Attention
Image_Classification
PDF
-
Feature Weaken: Vicinal Data Augmentation for Classification
Songhao Jiang, Yan Chu, Tianxing Ma, Tianning Zang
arXiv_AI
arXiv_AI
Bert
Text_Classification
Optimization
Adversarial
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Learning to Generate Image Embeddings with User-level Differential Privacy
Zheng Xu, Maxwell Collins, Yuxiao Wang, Liviu Panait, Sewoong Oh, Sean Augenstein, Ting Liu, Florian Schroff, H. Brendan McMahan
arXiv_CV
arXiv_CV
Embedding
Pose
Face
Classification
Image_Classification
Prediction
PDF
-
Invariant Learning via Diffusion Dreamed Distribution Shifts
Priyatham Kattakinda, Alexander Levine, Soheil Feizi
arXiv_CV
arXiv_CV
Pose
Classification
Relation
Image_Classification
Prediction
PDF
-
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization
Zongshang Pang, Yuta Nakashima, Mayu Otani, Hajime Nagahara
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Classification
Summarization
Image_Classification
PDF
-
Vision Transformers in Medical Imaging: A Review
Emerald U. Henry, Onyeka Emebob, Conrad Asotie Omonhinmin
arXiv_AI
arXiv_AI
Transformer
Reconstruction
Segmentation
Review
Classification
Attention
Medical
CNN
Image_Classification
PDF
-
Data-Centric Debugging: mitigating model failures via targeted data collection
Sahil Singla, Atoosa Malemir Chegini, Mazda Moayeri, Soheil Feiz
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
DeepVoxNet2: Yet another CNN framework
Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen
arXiv_CV
arXiv_CV
Segmentation
3D
Classification
Image_Classification
PDF
-
Incremental Predictive Coding: A Parallel and Fully Automatic Learning Algorithm
Tommaso Salvatori, Yuhang Song, Beren Millidge, Zhenghua Xu, Lei Sha, Cornelius Emde, Rafal Bogacz, Thomas Lukasiewicz
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Image_Classification
PDF
-
Scalar Invariant Networks with Zero Bias
Chuqin Geng, Xiaojie Xu, Haolin Ye, Xujie Si
arXiv_AI
arXiv_AI
Classification
Image_Classification
PDF
-
Probabilistic Deep Metric Learning for Hyperspectral Image Classification
Chengkun Wang, Wenzhao Zheng, Xian Sun, Jiwen Lu, Jie Zhou
arXiv_AI
arXiv_AI
Pose
Classification
Image_Classification
PDF
-
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
arXiv_CV
arXiv_CV
Classification
Relation
Image_Classification
Prediction
PDF
-
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle
Ziwen Liu, Bonan Li, Congying Han, Tiande Guo, Xuecheng Nie
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Relation
Image_Classification
PDF
-
Will Large-scale Generative Models Corrupt Future Datasets?
Ryuichiro Hataya, Han Bao, Hiromi Arai
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Cross-domain Federated Adaptive Prompt Tuning for CLIP
Shangchao Su, Mingzhao Yang, Bin Li, Xiangyang Xue
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Classification
Image_Classification
PDF
-
Local Magnification for Data and Feature Augmentation
Kun He, Chang Liu, Stephen Lin, John E. Hopcroft
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Interpreting Bias in the Neural Networks: A Peek Into Representational Similarity
Gnyanesh Bangaru, Lalith Bharadwaj Baru, Kiran Chakravarthula
arXiv_AI
arXiv_AI
Classification
Image_Classification
PDF
-
Robust Deep Learning for Autonomous Driving
Charles Corbière
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Classification
Deep_Learning
Image_Classification
Autonomous
Prediction
PDF
-
PKCAM: Previous Knowledge Channel Attention Module
Eslam Mohamed Bakar, Ahmad El Sallab, Mohsen A. Rashwan
arXiv_CV
arXiv_CV
Knowledge
Pose
Action
Classification
Detection
Relation
Object_Detection
Attention
Image_Classification
PDF
-
Bayesian Layer Graph Convolutioanl Network for Hyperspetral Image Classification
Mingyang Zhang, Ziqi Di, Maoguo Gong, Yue Wu, Hao Li, Xiangming Jiang
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Deep_Learning
GAN
CNN
Image_Classification
PDF
-
SA-DPSGD: Differentially Private Stochastic Gradient Descent based on Simulated Annealing
Jie Fu, Zhili Chen, XinPeng Ling
arXiv_AI
arXiv_AI
Gradient_Descent
Recognition
Pose
Classification
Image_Classification
PDF
-
CabViT: Cross Attention among Blocks for Vision Transformer
Haokui Zhang, Wenze Hu, Xiaoyu Wang
arXiv_CV
arXiv_CV
Transformer
Sparse
Knowledge
Pose
Action
Classification
Attention
Image_Classification
PDF
-
Sign Language to Text Conversion in Real Time using Transfer Learning
Shubham Thakar, Samveg Shah, Bhavya Shah, Anant V. Nimkar
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Face
Action
Classification
Deep_Learning
CNN
Image_Classification
Prediction
PDF
-
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang, Guangyu Gao, Zhiyuan Fang, Jianbo Jiao, Yunchao Wei
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Optimization
Knowledge
Pose
Classification
Image_Classification
PDF
-
Enhancing Few-shot Image Classification with Cosine Transformer
Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham, Minh N. Do
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Classification
Relation
Few-Shot
Attention
Image_Classification
PDF
-
MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data
Yuda Bi, Anees Abrol, Zening Fu, Vince Calhoun
arXiv_CV
arXiv_CV
Transformer
Segmentation
Recognition
Classification
Deep_Learning
Attention
Medical
CNN
Image_Classification
Prediction
PDF
-
Depth and Representation in Vision Models
Benjamin L. Badger
arXiv_CV
arXiv_CV
Embedding
Recognition
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Dual Complementary Dynamic Convolution for Image Recognition
Longbin Yan, Yunxiao Qin, Shumin Liu, Jie Chen
arXiv_CV
arXiv_CV
Segmentation
Recognition
Pose
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
REVEL Framework to measure Local Linear Explanations for black-box models: Deep Learning Image Classification case of study
Iván Sevillano-García, Julián Luengo-Martín, Francisco Herrera
arXiv_AI
arXiv_AI
Pose
Quantitative
Classification
Deep_Learning
Image_Classification
PDF
-
Token Transformer: Can class token help window-based transformer build better long-range interactions?
Jiawei Mao, Yuanqi Chang, Xuesong Yin
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Classification
Attention
Image_Classification
PDF
-
A Comprehensive Survey of Transformers for Computer Vision
Sonain Jamil, Md. Jalil Piran, Oh-Jin Kwon
arXiv_CV
arXiv_CV
Transformer
Segmentation
Recognition
Super_Resolution
Knowledge
Review
Pose
Survey
Classification
Detection
Object_Detection
Denoising
Image_Compression
CNN
Image_Classification
PDF
-
MGiaD: Multigrid in all dimensions. Efficiency and robustness by coarsening in resolution and channel dimensions
Antonia van Betteray, Matthias Rottmann, Karsten Kahl
arXiv_CV
arXiv_CV
Classification
CNN
Image_Classification
PDF
-
Soft Augmentation for Image Classification
Yang Liu, Shen Yan, Laura Leal-Taixé, James Hays, Deva Ramanan
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Pose
Classification
Image_Classification
PDF
-
Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays
Amelia Jiménez-Sánchez, Dovile Juodelye, Bethany Chamberlain, Veronika Cheplygina
arXiv_CV
arXiv_CV
Classification
Attention
Medical
Image_Classification
Recommendation
PDF
-
Learning advisor networks for noisy image classification
Simone Ricci, Tiberio Uricchio, Alberto Del Bimbo
arXiv_AI
arXiv_AI
Classification
Image_Classification
PDF
-
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan Turaga
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Classification
Image_Classification
PDF
-
Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-driven Approach
Zhikang Zhang, Bruno Machado Trindade, Michael Green, Zifan Yu, Christopher Pawlowicz, Fengbo Ren
arXiv_CV
arXiv_CV
Segmentation
Classification
Detection
Image_Classification
PDF
-
FIXED: Frustratingly Easy Domain Generalization with Mixup
Wang Lu, Jindong Wang, Han Yu, Lei Huang, Xiang Zhang, Yiqiang Chen, Xing Xie
arXiv_CV
arXiv_CV
Enhancement
Pose
Classification
Image_Classification
PDF
-
Temporal superimposed crossover module for effective continuous sign language
Qidan Zhu, Jing Li, Fei Yuan, Quan Gan
arXiv_CV
arXiv_CV
Recognition
Pose
Action
Classification
Attention
Image_Classification
PDF
-
KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles
Dominik Filipiak, Anna Fensel, Agata Filipowska
arXiv_CV
arXiv_CV
Embedding
Knowledge
Knowledge_Graph
Pose
Classification
Few-Shot
Image_Classification
PDF
-
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification
Cam Le, Lam Pham, Nghia NVN, Truong Nguyen, Le Hong Trang
arXiv_CV
arXiv_CV
NAS
Quantization
Classification
Deep_Learning
Attention
Image_Classification
PDF
-
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search
Haichao Zhang, Jiashi Li, Xin Xia, Kuangrong Hao, Xuefeng Xiao
arXiv_CV
arXiv_CV
Transformer
NAS
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
WaveNets: Wavelet Channel Attention Networks
Hadi Salman, Caleb Parks, Shi Yin Hong, Justin Zhan
arXiv_CV
arXiv_CV
Pose
Classification
Attention
Image_Classification
PDF
-
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks
Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy
arXiv_CV
arXiv_CV
Recognition
Gesture
Pose
Classification
Image_Classification
Optical_Flow
Inference
PDF
-
Evaluating a Synthetic Image Dataset Generated with Stable Diffusion
Andreas Stöckl
arXiv_CV
arXiv_CV
Transformer
Classification
Image_Classification
PDF
-
Exploring Explainability Methods for Graph Neural Networks
Harsh Patel, Shivam Sahni
arXiv_CV
arXiv_CV
Quantitative
Classification
Deep_Learning
Attention
Image_Classification
PDF
-
Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese
An Yang, Junshu Pan, Junyang Lin, Rui Men, Yichang Zhang, Jingren Zhou, Chang Zhou
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Represenation_Learning
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid
Fengjun Wang, Sarai Mizrachi, Moran Beladev, Guy Nadav, Gil Amsalem, Karen Lastmann Assaraf, Hadas Harush Boker
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Transfer_Learning
Zero-Shot
Optimization
Represenation_Learning
Knowledge
Pose
Classification
Image_Classification
Prediction
PDF
-
Untargeted Backdoor Attack against Object Detection
Chengxiao Luo, Yiming Li, Yong Jiang, Shu-Tao Xia
arXiv_CV
arXiv_CV
Surveillance
Pose
Classification
Detection
Object_Detection
Image_Classification
Prediction
PDF
-
WITT: A Wireless Image Transmission Transformer for Semantic Communications
Ke Yang, Sixian Wang, Jincheng Dai, Kailin Tan, Kai Niu, Ping Zhang
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
CNN
Image_Classification
PDF
-
Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation
Cody Blakeney, Jessica Zosa Forde, Jonathan Frankle, Ziliang Zong, Matthew L. Leavitt
arXiv_AI
arXiv_AI
Bert
Optimization
Classification
Deep_Learning
Image_Classification
Language_Model
PDF
-
Improving Fairness in Image Classification via Sketching
Ruichen Yao, Ziteng Cui, Xiaoxiao Li, Lin Gu
arXiv_CV
arXiv_CV
Sketch
Pose
Classification
Medical
Image_Classification
Prediction
PDF
-
SAGE: Saliency-Guided Mixup with Optimal Rearrangements
Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly
arXiv_CV
arXiv_CV
Salient
Classification
Few-Shot
Image_Classification
PDF
-
Generative Negative Text Replay for Continual Vision-Language Pretraining
Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Knowledge
Pose
Classification
Attention
Caption
Image_Classification
Prediction
PDF
-
Studying inductive biases in image classification task
Nana Arizumi
arXiv_CV
arXiv_CV
Pose
Classification
Attention
CNN
Image_Classification
PDF
-
IM: An R-Package for Computation of Image Moments and Moment Invariants
Allison Irvine, Tan Dang, M. Murat Dundar, Bartek Rajwa
arXiv_CV
arXiv_CV
Reconstruction
Classification
Image_Classification
PDF
-
Improving Chest X-Ray Classification by RNN-based Patient Monitoring
David Biesner, Helen Schneider, Benjamin Wulff, Ulrike Attenberger, Rafet Sifa
arXiv_CV
arXiv_CV
RNN
Classification
Detection
Image_Classification
Prediction
PDF
-
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images
Yan Zhang, Xiyuan Gao, Qingyan Duan, Jiaxu Leng, Xiao Pu, Xinbo Gao
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Relation
Attention
Image_Classification
PDF
-
Grafting Vision Transformers
Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Pose
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Layer-wise Shared Attention Network on Dynamical System Perspective
Zhongzhan Huang, Senwei Liang, Mingfu Liang, Weiling He, Liang Lin
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Detection
Relation
Object_Detection
Attention
Medical
Image_Classification
PDF
-
Leveraging Computer Vision Application in Visual Arts: A Case Study on the Use of Residual Neural Network to Classify and Analyze Baroque Paintings
Daniel Kvak
arXiv_CV
arXiv_CV
Image_Retrieval
Pose
Classification
Image_Classification
PDF
-
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers
Jian Wang, Miaomiao Zhang
arXiv_CV
arXiv_CV
Unsupervised
3D
Knowledge
Classification
Deep_Learning
Image_Classification
PDF
-
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup
Muthu Chidambaram, Xiang Wang, Chenwei Wu, Rong Ge
arXiv_AI
arXiv_AI
Classification
Attention
CNN
Image_Classification
PDF
-
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation
Tsz Kin Lam, Eva Hasler, Felix Hieber
arXiv_CL
arXiv_CL
Speech
Pose
NMT
Classification
Detection
Image_Classification
PDF
-
Revisiting Sparse Convolutional Model for Visual Recognition
Xili Dai, Mingyang Li, Pengyuan Zhai, Shengbang Tong, Xingjian Gao, Shao-Lun Huang, Zhihui Zhu, Chong You, Yi Ma
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Optimization
Sparse
Regularization
Adversarial
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing
Alireza Azadbakht, Saeed Reza Kheradpisheh, Ismail Khalfaoui-Hassani, Timothée Masquelier
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Regularization
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Efficient Automatic Machine Learning via Design Graphs
Shirley Wu, Jiaxuan You, Jure Leskovec, Rex Ying
arXiv_AI
arXiv_AI
Pose
Classification
Relation
Image_Classification
PDF
-
Imbalanced Classification in Medical Imaging
Le Peng, Yash Travadi, Rui Zhang, Ying Cui, Ju Sun
arXiv_CV
arXiv_CV
Pose
Classification
Medical
Image_Classification
PDF
-
Boosting vision transformers for image retrieval
Chull Hwan Song, Jooyoung Yoon, Shunghyun Choi, Yannis Avrithis
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Image_Retrieval
Pose
Action
Classification
Detection
CNN
Image_Classification
PDF
-
Collaborative Image Understanding
Koby Bibas, Oren Sar Shalom, Dietmar Jannach
arXiv_CV
arXiv_CV
Image_Caption
Pose
Classification
GAN
Image_Classification
Recommendation
PDF
-
Diffusion Visual Counterfactual Explanations
Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein
arXiv_CV
arXiv_CV
Regularization
Adversarial
Classification
Image_Classification
PDF
-
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification
Rabab Abdelfattah, Xin Zhang, Mostafa M. Fouda, Xiaofeng Wang, Song Wang
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow
David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
arXiv_AI
arXiv_AI
Unsupervised
Self-Supervised
Pose
Classification
Image_Classification
Inference
PDF
-
Iterative collaborative routing among equivariant capsules for transformation-robust capsule networks
Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
arXiv_CV
arXiv_CV
Pose
Classification
CNN
Image_Classification
Prediction
PDF
-
Robustcaps: a transformation-robust capsule network for image classification
Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
arXiv_CV
arXiv_CV
Classification
Relation
CNN
Image_Classification
PDF
-
Standardized Medical Image Classification across Medical Disciplines
Simone Mayer, Dominik Müller, Frank Kramer
arXiv_CV
arXiv_CV
Classification
Medical
Image_Classification
PDF
-
Visual-Semantic Contrastive Alignment for Few-Shot Image Classification
Mohamed Afham, Ranga Rodrigo
arXiv_CV
arXiv_CV
Knowledge
Contrastive_Learning
Classification
Few-Shot
Image_Classification
PDF
-
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion
Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas, Romain Brégier, Yohann Cabon, Vaibhav Arora, Leonid Antsfeld, Boris Chidlovskii, Gabriela Csurka, Jérôme Revaud
arXiv_CV
arXiv_CV
Transformer
Unsupervised
3D
Represenation_Learning
Pose_Estimation
Self-Supervised
Pose
Classification
Detection
Relation
Object_Detection
Image_Classification
Optical_Flow
Prediction
PDF
-
A Unified View of Masked Image Modeling
Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Pose
Classification
Image_Classification
PDF
-
CPL: Counterfactual Prompt Learning for Vision and Language Models
Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang
arXiv_AI
arXiv_AI
Transfer_Learning
Optimization
Contrastive_Learning
Classification
VQA
Few-Shot
Image_Classification
Language_Model
PDF
-
Training set cleansing of backdoor poisoning by self-supervised representation learning
H. Wang, S. Karami, O. Dia, H. Ritter, E. Emamjomeh-Zadeh, J. Chen, Z. Xiang, D.J. Miller, G. Kesidis
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Classification
Image_Classification
Prediction
PDF
-
It's a long way! Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability
Marco Landt-Hayen, Peer Kröger, Martin Claus, Willi Rath
arXiv_AI
arXiv_AI
Recognition
RNN
Speech
Face
Classification
Detection
Object_Detection
Speech_Recognition
Image_Classification
Prediction
PDF
-
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks
Miquel Martí i Rabadán, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Pose
Classification
Image_Classification
Prediction
Matching
PDF
-
On effects of Knowledge Distillation on Transfer Learning
Sushil Thapa
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Quantitative
Classification
Image_Classification
PDF
-
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Contrastive_Learning
Classification
Medical
Image_Classification
PDF
-
Early Diagnosis of Retinal Blood Vessel Damage via Deep Learning-Powered Collective Intelligence Models
Pranjal Bhardwaj, Prajjwal Gupta, Thejineaswar Guhan, Kathiravan Srinivasan
arXiv_CV
arXiv_CV
NAS
Segmentation
Optimization
Pose
Classification
Deep_Learning
Attention
CNN
Image_Classification
PDF
-
Vision-Language Pre-training: Basics, Recent Advances, and Future Trends
Zhe Gan, Linjie Li, Chunyuan Li, Lijuan Wang, Zicheng Liu, Jianfeng Gao
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
Video_Caption
Knowledge
Review
Face
Survey
Classification
Detection
VQA
Few-Shot
Object_Detection
Caption
Image_Classification
PDF
-
Self-Supervised Learning Through Efference Copies
Franz Scherr, Qinghai Guo, Timoleon Moraitis
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Self-Supervised
Pose
Action
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels
Ahmet Gokberk Gul, Oezdemir Cetin, Christoph Reich, Tim Prangemeier, Nadine Flinner, Heinz Koeppl
arXiv_CV
arXiv_CV
Transformer
Knowledge
Self-Supervised
Pose
Classification
Attention
Image_Classification
PDF
-
A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information
Pan Li, Peizhuo Lv, Shenchen Zhu, Ruigang Liang, Kai Chen,
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Image_Classification
Inference
PDF
-
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
Dongze Lian, Daquan Zhou, Jiashi Feng, Xinchao Wang
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Image_Classification
Inference
PDF
-
Signal Processing for Implicit Neural Representations
Dejia Xu, Peihao Wang, Yifan Jiang, Zhiwen Fan, Zhangyang Wang
arXiv_CV
arXiv_CV
Inpainting
Pose
Classification
Denoising
CNN
Image_Classification
PDF
-
Runner-Up Solution to Google Universal Image Embedding Competition 2022
Xiaolong Huang, QianKun Li
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Recognition
Classification
Image_Classification
PDF
-
Federated Learning with Privacy-Preserving Ensemble Attention Distillation
Xuan Gong, Liangchen Song, Rishi Vedula, Abhishek Sharma, Meng Zheng, Benjamin Planche, Arun Innanje, Terrence Chen, Junsong Yuan, David Doermann, Ziyan Wu
arXiv_AI
arXiv_AI
Reconstruction
Segmentation
Knowledge
Pose
Classification
Attention
Medical
Image_Classification
PDF
-
Providing Error Detection for Deep Learning Image Classifiers Using Self-Explainability
Mohammad Mahdi Karimi, Azin Heidarshenas, William W. Edmonson
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Detection
Image_Classification
Prediction
PDF
-
Attention Regularized Laplace Graph for Domain Adaptation
Lingkun Luo, Liming Chen, Shiqiang Hu
arXiv_CV
arXiv_CV
Embedding
Pose
Face
Classification
Attention
Image_Classification
PDF
-
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks
Renan A. Rojas-Gomez, Teck-Yian Lim, Alexander G. Schwing, Minh N. Do, Raymond A. Yeh
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Classification
CNN
Image_Classification
PDF
-
Confidence estimation of classification based on the distribution of the neural network output layer
Abdel Aziz Taha, Leonhard Hennig, Petr Knoth
arXiv_CL
arXiv_CL
Recognition
Knowledge
Pose
Action
Classification
Relation
Relation_Extraction
Image_Classification
Prediction
PDF
-
oViT: An Accurate Second-Order Pruning Framework for Vision Transformers
Denis Kuznedelev, Eldar Kurtic, Elias Frantar, Dan Alistarh
arXiv_CV
arXiv_CV
Transformer
Quantization
Pose
Face
Classification
Image_Classification
Inference
PDF
-
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim
arXiv_CV
arXiv_CV
Transformer
Salient
Pose
Classification
Detection
Object_Detection
Attention
Image_Classification
PDF
-
SageMix: Saliency-Guided Mixup for Point Clouds
Sanghyeok Lee, Minkyu Jeon, Injae Kim, Yunyang Xiong, Hyunwoo J. Kim
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
3D
Salient
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das
arXiv_CL
arXiv_CL
RNN
Pose
Classification
Image_Classification
PDF
-
Improving the Reliability for Confidence Estimation
Haoxuan Qu, Yanchao Li, Lin Geng Foo, Jason Kuen, Jiuxiang Gu, Jun Liu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Attention
Image_Classification
Prediction
PDF
-
Token-Label Alignment for Vision Transformers
Han Xiao, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu
arXiv_AI
arXiv_AI
Transformer
Segmentation
Transfer_Learning
Semantic_Segmentation
Pose
Classification
Detection
Attention
CNN
Image_Classification
PDF
-
A Unified Framework with Meta-dropout for Few-shot Learning
Shaobo Lin, Xingyu Zeng, Rui Zhao
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
Detection
Few-Shot
Object_Detection
Image_Classification
PDF
-
Semantic Cross Attention for Few-shot Learning
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
arXiv_CV
arXiv_CV
Embedding
Pose
Classification
Few-Shot
Attention
Image_Classification
PDF
-
Latency-aware Spatial-wise Dynamic Networks
Yizeng Han, Zhihang Yuan, Yifan Pu, Chenhao Xue, Shiji Song, Guangyu Sun, Gao Huang
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Classification
Detection
Object_Detection
Image_Classification
Inference
Prediction
PDF
-
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding
Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
arXiv_AI
arXiv_AI
Transformer
Enhancement
Knowledge
Pose
Action
Classification
Attention
Image_Classification
Prediction
PDF
-
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Represenation_Learning
Contrastive_Learning
Classification
Detection
Relation
Object_Detection
Attention
Medical
Image_Classification
Matching
PDF
-
Projective Transformation Rectification for Camera-captured Chest X-ray Photograph Interpretation with Synthetic Data
Chak Fong Chong, Yapeng Wang, Benjamin Ng, Xu Yang
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Robustify Transformers with Robust Kernel Density Estimation
Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho
arXiv_CV
arXiv_CV
Transformer
Classification
Attention
Image_Classification
Language_Model
PDF
-
Deep Active Ensemble Sampling For Image Classification
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition
Jingru Tan, Bo Li, Xin Lu, Yongqiang Yao, Fengwei Yu, Tong He, Wanli Ouyang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Recognition
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions
Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu
arXiv_AI
arXiv_AI
Transformer
Segmentation
Represenation_Learning
Self-Supervised
Pose
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Understanding the Failure of Batch Normalization for Transformers in NLP
Jiaxi Wang, Ji Wu, Lei Huang
arXiv_CL
arXiv_CL
Transformer
Text_Classification
Regularization
Pose
Quantitative
Classification
Image_Classification
Inference
Language_Model
PDF
-
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware
Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Learning with an Evolving Class Ontology
Zhiqiu Lin, Deepak Pathak, Yu-Xiong Wang, Deva Ramanan, Shu Kong
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Ontology
Classification
Image_Classification
Autonomous
PDF
-
Multi-Modal Fusion by Meta-Initialization
Matthew T. Jackson, Shreshth A. Malik, Michael T. Matthews, Yousuf Mohamed-Ahmed
arXiv_CV
arXiv_CV
Pose
Classification
Few-Shot
Image_Classification
Inference
PDF
-
Universal Adversarial Perturbations: Efficiency on a small image dataset
Waris Radji (ENSEIRB-MATMECA, UB)
arXiv_CV
arXiv_CV
Adversarial
Classification
Image_Classification
PDF
-
A Differentiable Distance Approximation for Fairer Image Classification
Nicholas Rosa, Tom Drummond, Mehrtash Harandi
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Image_Classification
PDF
-
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network
Lu Gan, Connor Lee, Soon-Jo Chung
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Knowledge
Classification
Attention
Image_Classification
PDF
-
Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap
Mathias Lechner, Ramin Hasani, Alexander Amini, Tsun-Hsuan Wang, Thomas A. Henzinger, Daniela Rus
arXiv_AI
arXiv_AI
Pose
Classification
CNN
Image_Classification
Autonomous
PDF
-
Fast-ParC: Position Aware Global Kernel for ConvNets and ViTs
Tao Yang, Haokui Zhang, Wenze Hu, Changwen Chen, Xiaoyu Wang
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Classification
Relation
Attention
CNN
Image_Classification
Inference
PDF
-
Improving Fine-Grain Segmentation via Interpretable Modifications: A Case Study in Fossil Segmentation
Indu Panigrahi, Ryan Manzuk, Adam Maloof, Ruth Fong
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Classification
Image_Classification
PDF
-
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models
Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Self-Supervised
Pose
Classification
Image_Classification
Language_Model
PDF
-
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Pose
Classification
Attention
Image_Classification
PDF
-
Single Image Super-Resolution Based on Capsule Neural Networks
George Corrêa de Araújo, Helio Pedrini
arXiv_AI
arXiv_AI
Segmentation
Enhancement
Super_Resolution
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Synthetic Dataset Generation for Privacy-Preserving Machine Learning
Efstathia Soufleri, Gobinda Saha, Kaushik Roy
arXiv_AI
arXiv_AI
Recognition
Speech
Pose
Classification
Detection
Object_Detection
GAN
Speech_Recognition
Medical
Image_Classification
Matching
PDF
-
Gastrointestinal Disorder Detection with a Transformer Based Approach
A.K.M. Salman Hosain, Mynul islam, Md Humaion Kabir Mehedi, Irteza Enan Kabir, Zarin Tasnim Khan
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Quantitative
Classification
Detection
Medical
CNN
Image_Classification
PDF
-
Deep Learning Mixture-of-Experts Approach for Cytotoxic Edema Assessment in Infants and Children
Henok Ghebrechristos, Stence Nicholas, David Mirsky, Gita Alaghband, Manh Huynh, Zackary Kromer, Ligia Batista, Brent ONeill, Steven Moulton, Daniel M.Lindberg
arXiv_CV
arXiv_CV
3D
Pose
Quantitative
Classification
Deep_Learning
Relation
CNN
Image_Classification
PDF
-
CLAD: A Contrastive Learning based Approach for Background Debiasing
Ke Wang, Harshitha Machiraju, Oh-Hyeon Choung, Michael Herzog, Pascal Frossard
arXiv_AI
arXiv_AI
Contrastive_Learning
Classification
CNN
Image_Classification
PDF
-
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification
Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh Hung Nguyen, Minh Do
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets
Yanbing Liu, Wei Li, Kun Cheng, Xun Liu, Wei Yang
arXiv_CV
arXiv_CV
Pose
Classification
Attention
Image_Classification
PDF
-
ImpressLearn: Continual Learning via Combined Task Impressions
Dhrupad Bhardwaj, Julia Kempe, Artem Vysogorets, Angela M. Teng, Evaristus C. Ezekwem
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Image_Classification
Inference
PDF
-
Robustness Certification of Visual Perception Models via Camera Motion Smoothing
Hanjiang Hu, Zuxin Liu, Linyi Li, Jiacheng Zhu, Ding Zhao
arXiv_CV
arXiv_CV
Point_Cloud
Adversarial
Pose
Classification
Image_Classification
PDF
-
CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification
Suraj Kothawade, Atharv Savarkar, Venkat Iyer, Lakshman Tamil, Ganesh Ramakrishnan, Rishabh Iyer
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
-
Distance Based Image Classification: A solution to generative classification's conundrum?
Wen-Yan Lin, Siying Liu, Bing Tian Dai, Hongdong Li
arXiv_AI
arXiv_AI
Pose
Classification
Image_Classification
PDF
-
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
Weicong Liang, Yuhui Yuan, Henghui Ding, Xiao Luo, Weihong Lin, Ding Jia, Zheng Zhang, Chao Zhang, Han Hu
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Semantic_Segmentation
Classification
Detection
Object_Detection
Image_Classification
Prediction
PDF
-
LPT: Long-tailed Prompt Tuning for Image Classification
Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
Feature Embedding by Template Matching as a ResNet Block
Ada Gorgun, Yeti Z. Gurbuz, A. Aydin Alatan
arXiv_CV
arXiv_CV
Embedding
Classification
Image_Classification
Matching
PDF
-
Towards a Unified View on Visual Parameter-Efficient Transfer Learning
Bruce X.B. Yu, Jianlong Chang, Lingbo Liu, Qi Tian, Chang Wen Chen
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Recognition
Knowledge
Pose
Classification
Attention
Image_Classification
PDF
-
A Smart Recycling Bin Using Waste Image Classification At The Edge
Xueying Li, Ryan Grammenos
arXiv_CV
arXiv_CV
Classification
Image_Classification
PDF
-
Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks
Yuxuan Li, James L. McClelland
arXiv_AI
arXiv_AI
Transformer
Classification
Image_Classification
Prediction
PDF
-
Offline Handwritten Amharic Character Recognition Using Few-shot Learning
Mesay Samuel, Lars Schmidt-Thieme, DP Sharma, Abiot Sinamo, Abey Bruck
arXiv_CV
arXiv_CV
Recognition
Pose
Classification
Deep_Learning
Few-Shot
Image_Classification
PDF
-
An In-depth Study of Stochastic Backpropagation
Jun Fang, Mingze Xu, Hao Chen, Bing Shuai, Zhuowen Tu, Joseph Tighe
arXiv_CV
arXiv_CV
Recognition
Classification
Detection
Object_Detection
Image_Classification
PDF
-
BayesFT: Bayesian Optimization for Fault Tolerant Neural Network Architecture
Nanyang Ye, Jingbiao Mei, Zhicheng Fang, Yuwen Zhang, Ziqing Zhang, Huaying Wu, Xiaoyao Liang
arXiv_AI
arXiv_AI
NAS
Optimization
Pose
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
-
Towards a Unified View of Affinity-Based Knowledge Distillation
Vladimir Li, Atsuto Maki
arXiv_CV
arXiv_CV
Knowledge
Classification
Deep_Learning
Relation
Image_Classification
PDF
-
Semi-Supervised Single-View 3D Reconstruction via Prototype Shape Priors
Zhen Xing, Hengduo Li, Zuxuan Wu, Yu-Gang Jiang
arXiv_CV
arXiv_CV
Reconstruction
3D
Zero-Shot
Pose
Classification
Attention
Image_Classification
PDF
-
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks
Aitor Martinez Seras, Javier Del Ser, Jesus L. Lobo, Pablo Garcia-Bringas, Nikola Kasabov
arXiv_AI
arXiv_AI
Pose
Face
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Access Control with Encrypted Feature Maps for Object Detection Models
Teru Nagamori, Hiroki Ito, AprilPyone MaungMaung, Hitoshi Kiya
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Spikformer: When Spiking Neural Network Meets Transformer
Zhaokun Zhou, Yuesheng Zhu, Chao He, Yaowei Wang, Shuicheng Yan, Yonghong Tian, Li Yuan
arXiv_CV
arXiv_CV
Transformer
Sparse
Pose
Classification
Deep_Learning
Attention
Image_Classification
PDF
-
Increasing Model Generalizability for Unsupervised Domain Adaptation
Mohammad Rostami
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Classification
Image_Classification
PDF
-
Tuning of Mixture-of-Experts Mixed-Precision Neural Networks
Fabian Tschopp
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
CNN
Image_Classification
Inference
PDF
-
CompNet: A Designated Model to Handle Combinations of Images and Designed features
Bowen Qiu, Daniela Raicu, Jacob Furst, Roselyne Tchoua
arXiv_AI
arXiv_AI
Pose
Classification
Detection
Object_Detection
Medical
CNN
Image_Classification
PDF
-
Data Augmentation using Feature Generation for Volumetric Medical Images
Khushboo Mehra, Hassan Soliman, Soumya Ranjan Sahoo
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Recognition
Classification
Deep_Learning
GAN
Medical
Image_Classification
PDF
-
Attention Spiking Neural Networks
Man Yao, Guangshe Zhao, Hengyu Zhang, Yifan Hu, Lei Deng, Yonghong Tian, Bo Xu, Guoqi Li
arXiv_CV
arXiv_CV
Recognition
Sparse
Gesture
Knowledge
Pose
Action_Recognition
Action
Classification
Attention
Activity
Image_Classification
PDF
-
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification
Peng Jiang, Juan Liu, Lang Wang, Zhihui Ynag, Hongyu Dong, Jing Feng
arXiv_CV
arXiv_CV
Knowledge
Pose
Action
Classification
Attention
Medical
Image_Classification
Prediction
Matching
PDF
-
CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification
Ioannis Vezakis, Antonios Vezakis, Sofia Gourtsoyianni, Vassilis Koutoulidis, George K. Matsopoulos, Dimitrios Koutsouris
arXiv_CV
arXiv_CV
Action
Classification
Detection
Medical
CNN
Image_Classification
PDF
-
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification
Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
arXiv_AI
arXiv_AI
Pose
Classification
Relation
Image_Classification
Prediction
PDF
-
Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification
Ying Bi, Bing Xue, Mengjie Zhang
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
EEG-based Image Feature Extraction for Visual Classification using Deep Learning
Alankrit Mishra, Nikhil Raj, Garima Bajwa
arXiv_AI
arXiv_AI
Action
Classification
Deep_Learning
Image_Classification
PDF
-
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification
Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Diaz-Rodriguez
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
Deep_Learning
Image_Classification
Prediction
PDF
-
Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning
HyunJae Lee, Gihyeon Lee, Junhwan Kim, Sungjun Cho, Dohyun Kim, Donggeun Yoo
arXiv_CV
arXiv_CV
Transfer_Learning
Optimization
Pose
Classification
CNN
Image_Classification
PDF
-
Impact of Feedback Type on Explanatory Interactive Learning
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
arXiv_AI
arXiv_AI
Salient
Classification
Image_Classification
PDF
-
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance
Yajun Xu, Chuwen Huang, Yibing Nan, Shiguo Lian
arXiv_CV
arXiv_CV
Surveillance
Pose
Classification
Detection
Object_Detection
Image_Classification
Autonomous
Prediction
Video_Classification
PDF
-
Deep Convolutional Neural Network and Transfer Learning for Locomotion Intent Prediction
Duong Le, Shihao Cheng, Robert D. Gregg, Maani Ghaffari
arXiv_RO
arXiv_RO
Transfer_Learning
Classification
CNN
Image_Classification
Prediction
PDF
-
Raising the Bar on the Evaluation of Out-of-Distribution Detection
Jishnu Mukhoti, Tsung-Yu Lin, Bor-Chun Chen, Ashish Shah, Philip H.S. Torr, Puneet K. Dokania, Ser-Nam Lim
arXiv_CV
arXiv_CV
Pose
Classification
Detection
GAN
Image_Classification
PDF
-
Capsule Network based Contrastive Learning of Unsupervised Visual Representations
Harsh Panwar, Ioannis Patras
arXiv_AI
arXiv_AI
Unsupervised
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari
arXiv_CV
arXiv_CV
Transformer
Embedding
Unsupervised
Zero-Shot
Pose
Action
Quantitative
Classification
Attention
Image_Classification
Language_Model
PDF
-
HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification
Xiangzuo Huo, Gang Sun, Shengwei Tian, Yan Wang, Long Yu, Jun Long, Wendong Zhang, Aolun Li
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Attention
Medical
CNN
Image_Classification
PDF
-
PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification
Wenhao Tang, Sheng Huang, Xiaoxian Zhang, Luwen Huangfu
arXiv_CV
arXiv_CV
Transformer
Recognition
Weakly_Supervised
Optimization
Pose
Classification
Detection
Relation
Image_Classification
Inference
PDF
-
Fine-grained Classification of Solder Joints with {alpha}-skew Jensen-Shannon Divergence
Furkan Ulger, Seniha Esen Yuksel, Atila Yilmaz, Dincer Gokcen
arXiv_CV
arXiv_CV
Transformer
Segmentation
Regularization
Pose
Classification
Detection
Attention
Image_Classification
Prediction
PDF
-
Frequency Dropout: Feature-Level Regularization via Randomized Filtering
Mobarakol Islam, Ben Glocker
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Pose
Classification
Relation
Medical
CNN
Image_Classification
Prediction
PDF
-
Dynamic Graph Message Passing Networks for Visual Recognition
Li Zhang, Mohan Chen, Anurag Arnab, Xiangyang Xue, Philip H.S. Torr
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Recognition
Pose
Classification
Detection
Relation
Object_Detection
Attention
CNN
Image_Classification
PDF
-
CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis
Sadia Khanam, Mohammad Reza Chalak Qazani, Subrota Kumar Mondal, H M Dipu Kabir, Abadhan S. Sabyasachi, Houshyar Asadi, Keshav Kumar, Farzin Tabarsinezhad, Shady Mohamed, Abbas Khorsavi, Saeid Nahavandi
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Action
Classification
Detection
CNN
Image_Classification
PDF
-
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
Hubert Leterme (UGA, LJK), Kévin Polisano (UGA, LJK), Valérie Perrier (Grenoble INP, LJK), Karteek Alahari (LJK)
arXiv_AI
arXiv_AI
Image_Caption
Classification
Relation
CNN
Image_Classification
PDF
-
S$^3$R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification
Xingran Xie, Yan Wang, Qingli Li
arXiv_CV
arXiv_CV
Transformer
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Classification
Medical
Image_Classification
PDF
-
Semantic Segmentation using Neural Ordinary Differential Equations
Seyedalireza Khoshsirat, Chandra Kambhamettu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Classification
Image_Classification
PDF
-
Continual Learning for Class- and Domain-Incremental Semantic Segmentation
Tobias Kalb, Masoud Roschani, Miriam Ruf, Jürgen Beyerer
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Recognition
Knowledge
Pose
Action
Classification
Deep_Learning
Image_Classification
PDF
-
Towards Bridging the Performance Gaps of Joint Energy-based Models
Xiulong Yang, Qing Su, Shihao Ji
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Detection
Image_Classification
PDF
-
Enhance the Visual Representation via Discrete Adversarial Training
Xiaofeng Mao, Yuefeng Chen, Ranjie Duan, Yao Zhu, Gege Qi, Shaokai Ye, Xiaodan Li, Rong Zhang, Hui Xue
arXiv_CV
arXiv_CV
Adversarial
Self-Supervised
Pose
Classification
Detection
Object_Detection
GAN
Image_Classification
PDF
-
A Mosquito is Worth 16x16 Larvae: Evaluation of Deep Learning Architectures for Mosquito Larvae Classification
Aswin Surya, David B. Peral, Austin VanLoon, Akhila Rajesh
arXiv_CV
arXiv_CV
Transformer
Tracking
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Continual Learning with Dependency Preserving Hypernetworks
Dupati Srikar Chandra, Sakshi Varshney, P.K. Srijith, Sunil Gupta
arXiv_CV
arXiv_CV
RNN
Knowledge
Pose
Classification
Image_Classification
PDF
-
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
arXiv_CV
arXiv_CV
Transformer
Recognition
Pose
Action_Recognition
Action
Classification
Caption
Image_Classification
Language_Model
PDF
-
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models
Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Pose
Classification
Image_Classification
Language_Model
Prediction
PDF
-
On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition
Farrukh Rahman, Ömer Mubarek, Zsolt Kira
arXiv_CV
arXiv_CV
Transformer
Recognition
Classification
Image_Classification
Recommendation
Video_Classification
PDF
-
Visual Recognition with Deep Nearest Centroids
Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Recognition
Knowledge
Classification
GAN
Image_Classification
PDF
-
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Survey
Classification
Image_Classification
PDF
-
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
Andrea Gesmundo
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
A novel illumination condition varied image dataset-Food Vision Dataset for fair and reliable consumer acceptability predictions from food
Swarna Sethu (1), Dongyi Wang (1 and 2) ((1) Department of Biological & Agricultural engineering, University of Arkansas, Fayetteville, (2) Department of Food & Science and Department of Biological & Agricultural engineering, University of Arkansas, Fayetteville)
arXiv_CV
arXiv_CV
Classification
Detection
Object_Detection
Image_Classification
Prediction
PDF
-
On the interplay of adversarial robustness and architecture components: patches, convolution and attention
Francesco Croce, Matthias Hein
arXiv_CV
arXiv_CV
Transformer
Adversarial
Classification
Attention
Image_Classification
PDF
-
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification
Kirill Prokofiev, Vladislav Sovrasov
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Relation
Attention
Image_Classification
Inference
PDF
-
Learning Deep Optimal Embeddings with Sinkhorn Divergences
Soumava Kumar Roy, Yan Han, Mehrtash Harandi, Lars Petersson
arXiv_CV
arXiv_CV
Embedding
Recognition
Classification
Relation
Image_Classification
PDF
-
ConvNext Based Neural Network for Anti-Spoofing
Qiaowei Ma, Jinghui Zhong, Yitao Yang, Weiheng Liu, Ying Gao, Wing W.Y. Ng
arXiv_CL
arXiv_CL
Speech
Pose
Classification
Detection
Attention
Image_Classification
PDF
-
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends
Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang
arXiv_AI
arXiv_AI
Edge_Detection
Segmentation
Survey
Classification
Detection
Object_Detection
Image_Classification
PDF
-
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo
arXiv_CV
arXiv_CV
Quantitative
Classification
Relation
Image_Classification
PDF
-
Virtual Underwater Datasets for Autonomous Inspections
oannis Polymenis, Maryam Haroutunian, Rose Norman, David Trodden
arXiv_CV
arXiv_CV
Adversarial
Classification
Deep_Learning
Detection
GAN
Image_Classification
Autonomous
PDF
-
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation
Maksym Yatsura, Kaspar Sakmann, N. Grace Hua, Matthias Hein, Jan Hendrik Metzen
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Adversarial
Classification
Deep_Learning
Detection
Image_Classification
Prediction
PDF
-
Revisiting Neural Scaling Laws in Language and Vision
Ibrahim Alabdulmohsin, Behnam Neyshabur, Xiaohua Zhai
arXiv_AI
arXiv_AI
NMT
Classification
Deep_Learning
Image_Classification
Language_Model
PDF
-
Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging
Joohyung Lee, Jieun Oh, Inkyu Shin, You-sung Kim, Dae Kyung Sohn, Tae-sung Kim, In So Kweon
arXiv_CV
arXiv_CV
3D
Pose
Classification
Relation
Medical
CNN
Image_Classification
PDF
-
A Capsule Network for Hierarchical Multi-Label Image Classification
Khondaker Tasrif Noor, Antonio Robles-Kelly, Brano Kusy
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
Prediction
PDF
-
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers
Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Quantization
Semantic_Segmentation
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Class-Level Logit Perturbation
Mengyang Li (1), Fengguang Su (1), Ou Wu (1), Ji Zhang (2) ((1) National Center for Applied Mathematics, Tianjin University, (2) University of Southern Queensland)
arXiv_AI
arXiv_AI
Adversarial
Pose
Classification
Deep_Learning
Attention
Image_Classification
PDF
-
OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning
Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Stan Z. Li
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Classification
Image_Classification
PDF
-
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation
Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje
arXiv_CV
arXiv_CV
Text_Classification
Knowledge
Pose
Classification
Image_Classification
Prediction
PDF
-
Deep learning in a bilateral brain with hemispheric specialization
Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Data Feedback Loops: Model-driven Amplification of Dataset Biases
Rohan Taori, Tatsunori B. Hashimoto
arXiv_AI
arXiv_AI
Tracking
Pose
Action
Classification
Image_Classification
Prediction
PDF
-
Sign Language Detection
Shubham Deshmukh, Favin Fernandes, Amey Chavan
arXiv_CV
arXiv_CV
Pose
Action
Classification
Detection
Image_Classification
PDF
-
RGB-X Classification for Electronics Sorting
FNU Abhimanyu, Tejas Zodage, Umesh Thillaivasan, Xinyue Lai, Rahul Chakwate, Javier Santillan, Emma Oti, Ming Zhao, Ralph Boirum, Howie Choset, Matthew Travers
arXiv_CV
arXiv_CV
Classification
Image_Classification
PDF
-
What does a platypus look like? Generating customized prompts for zero-shot image classification
Sarah Pratt, Rosanne Liu, Ali Farhadi
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Classification
Image_Classification
Inference
Language_Model
PDF
-
Plant Species Classification Using Transfer Learning by Pretrained Classifier VGG-19
Thiru Siddharth, Bhupendra Singh Kirar, Dheeraj Kumar Agrawal
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Knowledge
Speech
Action
Classification
Deep_Learning
Speech_Recognition
Medical
CNN
Image_Classification
PDF
-
Single-Stage Broad Multi-Instance Multi-Label Learning with Diverse Inter-Correlations and its application to medical image classification
Qi Lai, Jianhang Zhou, Yanfen Gan, Chi-Man Vong, Deshuang Huang
arXiv_AI
arXiv_AI
Enhancement
Optimization
Pose
Classification
Relation
Medical
Image_Classification
PDF
-
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification
Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Knowledge
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Nepal Surya, Derek Abbott
arXiv_CV
arXiv_CV
Segmentation
Tracking
Object_Tracking
Adversarial
Pose
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
-
Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification
Shafa Balaram, Cuong M. Nguyen, Ashraf Kassim, Pavitra Krishnaswamy
arXiv_AI
arXiv_AI
Adversarial
Classification
Deep_Learning
Medical
Image_Classification
PDF
-
Imaging with Equivariant Deep Learning
Dongdong Chen, Mike Davies, Matthias J. Ehrhardt, Carola-Bibiane Schönlieb, Ferdia Sherry, Julián Tachella
arXiv_CV
arXiv_CV
Reconstruction
Review
Self-Supervised
Action
Classification
Deep_Learning
Image_Classification
PDF
-
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification
Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Contrastive_Learning
Classification
Attention
Image_Classification
PDF
-
Vision Transformers and YoloV5 based Driver Drowsiness Detection Framework
Ghanta Sai Krishna, Kundrapu Supriya, Jai Vardhan, Mallikharjuna Rao K
arXiv_CV
arXiv_CV
Transformer
Recognition
Knowledge
Pose
Face
Action
Classification
Deep_Learning
Detection
Sentiment
Image_Classification
PDF
-
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels
Zhongchen Ma, Lisha Li, Qirong Mao, Songcan Chen
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Represenation_Learning
Knowledge
Pose
Contrastive_Learning
Classification
GAN
Image_Classification
PDF
-
Impact of Colour Variation on Robustness of Deep Neural Networks
Chengyin Hu, Weiwen Shi
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Classification
Detection
Relation
Object_Detection
Image_Classification
PDF
-
Impact of Scaled Image on Robustness of Deep Neural Networks
Chengyin Hu, Weiwen Shi
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Classification
Detection
Relation
Object_Detection
Image_Classification
PDF
-
BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec
Joon Sern Lee, Kai Keng Tay, Zong Fu Chua
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Pose
Action
Classification
Image_Classification
PDF
-
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors
Alessandro Avi, Andrea Albanese, Davide Brunelli
arXiv_AI
arXiv_AI
Recognition
Gesture
Classification
Image_Classification
Inference
PDF
-
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation
Gu Lingyun, Eugene Popov, Dong Ge
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Combating Noisy Labels in Long-Tailed Image Classification
Chaowei Fang, Lechao Cheng, Huiyan Qi, Dingwen Zhang
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Image_Classification
Inference
Prediction
Matching
PDF
-
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification
Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian
arXiv_CV
arXiv_CV
Adversarial
Pose
Contrastive_Learning
Classification
Medical
Image_Classification
PDF
-
Transfering Low-Frequency Features for Domain Adaptation
Zhaowen Li, Xu Zhao, Chaoyang Zhao, Ming Tang, Jinqiao Wang
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results
Dustin Carrión-Ojeda (LISN, TAU), Hong Chen (CST), Adrian El Baz, Sergio Escalera (CVC), Chaoyu Guan (CST), Isabelle Guyon (LISN, TAU), Ihsan Ullah (LISN, TAU), Xin Wang (CST), Wenwu Zhu (CST)
arXiv_AI
arXiv_AI
Classification
Few-Shot
Image_Classification
PDF
-
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
Tianyuan Yao, Chang Qu, Jun Long, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Zuhayr Asad, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A.Landman, Haichun Yang, Catie Chang, Yuankai Huo
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Medical
Image_Classification
PDF
-
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context
Inske Groenen, Stevan Rudinac, Marcel Worring
arXiv_CV
arXiv_CV
Face
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Probing Contextual Diversity for Dense Out-of-Distribution Detection
Silvio Galesso, Maria Alejandra Bravo, Mehdi Naouar, Thomas Brox
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Classification
Detection
Image_Classification
Prediction
PDF
-
Robustness and invariance properties of image classifiers
Apostolos Modas
arXiv_RO
arXiv_RO
Sparse
Adversarial
Pose
Classification
Image_Classification
PDF
-
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images
Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
-
Video-based Cross-modal Auxiliary Network for Multimodal Sentiment Analysis
Rongfei Chen, Wenju Zhou, Yang Li, Huiyu Zhou
arXiv_SD
arXiv_SD
Pose
Emotion
Action
Classification
Sentiment
Image_Classification
PDF
-
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang
arXiv_CV
arXiv_CV
Classification
Medical
Image_Classification
PDF
-
An Access Control Method with Secret Key for Semantic Segmentation Models
Teru Nagamori, Ryota Iijima, Hitoshi Kiya
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Semantic_Segmentation
Pose
Classification
Image_Classification
PDF
-
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model
Lingsheng Kong, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Xiaofeng Liu
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Regularization
Knowledge
Classification
Deep_Learning
Image_Classification
Prediction
PDF
-
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Detection
Few-Shot
Object_Detection
Image_Classification
Prediction
PDF
-
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window
Mocho Go, Hideyuki Tachibana
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Recognition
Pose
Classification
Detection
Object_Detection
Attention
Image_Classification
PDF
-
TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine
Fabiano Pereira de Oliveira, Christiane Gresse von Wangenheim, Jean C. R. Hauck
arXiv_AI
arXiv_AI
Classification
Image_Classification
PDF
-
Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability
Mohammadreza Amirian, Friedhelm Schwenker
arXiv_CV
arXiv_CV
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
Time-lapse image classification using a diffractive neural network
Md Sadman Sakib Rahman, Aydogan Ozcan
arXiv_CV
arXiv_CV
Super_Resolution
Face
Classification
Image_Classification
Inference
PDF
-
Learning from Noisy Labels with Coarse-to-Fine Sample Credibility Modeling
Boshen Zhang, Yuxi Li, Yuanpeng Tu, Jinlong Peng, Yabiao Wang, Cunlin Wu, Yang Xiao, Cairong Zhao
arXiv_CV
arXiv_CV
Recognition
Pose
Classification
Denoising
Image_Classification
PDF
-
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
Semantic_Segmentation
Pose
Classification
Detection
VQA
Object_Detection
Caption
Image_Classification
QA
PDF
-
Minimizing the Effect of Noise and Limited Dataset Size in Image Classification Using Depth Estimation as an Auxiliary Task with Deep Multitask Learning
Khashayar Namdar, Partoo Vafaeikia, Farzad Khalvati
arXiv_CV
arXiv_CV
Scene_Classification
Classification
Image_Classification
PDF
-
Multilayer deep feature extraction for visual texture recognition
Lucas O. Lyra, Antonio Elias Fabris, Joao B. Florindo
arXiv_CV
arXiv_CV
Recognition
Pose
Action
Classification
CNN
Image_Classification
PDF
-
Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed Learning
Hualiang Wang, Siming Fu, Xiaoxuan He, Hangxiang Fang, Zuozhu Liu, Haoji Hu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Quantitative
Classification
Attention
Image_Classification
PDF
-
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization
Gilhyun Nam, Gyeongjae Choi, Kyungmin Lee
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification
Rabab Abdelfattah, Xin Zhang, Zhenyao Wu, Xinyi Wu, Xiaofeng Wang, Song Wang
arXiv_CV
arXiv_CV
Pose
Classification
Image_Classification
PDF
-
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Li Du, Bing Qin, Ting Liu
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Classification
Relation
Image_Classification
PDF
-
Effectiveness of Function Matching in Driving Scene Recognition
Shingo Yashima
arXiv_CV
arXiv_CV
Recognition
Knowledge
Classification
Image_Classification
Autonomous
Prediction
Matching
PDF
-
Net2Brain: A Toolbox to compare artificial vision models with human brain responses
Domenic Bersch, Kshitij Dwivedi, Martina Vilas, Radoslaw M. Cichy, Gemma Roig
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Recognition
Face
Action_Recognition
Action
Classification
Image_Classification
PDF
-
Analyzing Adversarial Robustness of Vision Transformers against Spatial and Spectral Attacks
Gihyun Kim, Jong-Seok Lee
arXiv_CV
arXiv_CV
Transformer
Adversarial
Classification
CNN
Image_Classification
PDF
-
TTT-UCDR: Test-time Training for Universal Cross-Domain Retrieval
Soumava Paul, Aheli Saha, Abhishek Samanta
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
Sketch
Image_Retrieval
Classification
Image_Classification
PDF
-
Improved Image Classification with Token Fusion
Keong Hun Choi, Jin Woo Kim, Yao Wang, Jong Eun Ha
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Classification
Image_Classification
PDF
-
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification
Quanshi Zhang, Xu Cheng, Yilan Chen, Zhefan Rao
arXiv_CV
arXiv_CV
Point_Cloud
3D
Sentiment_Classification
Optimization
Knowledge
Pose
Classification
Sentiment
Image_Classification
PDF
-
Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries
Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay, Arijit Mondal, Partha Pratim Chakrabarti
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Conviformers: Convolutionally guided Vision Transformer
Mohit Vaishnav, Thomas Fel, Ivan Felipe Rodrıguez, Thomas Serre
arXiv_CV
arXiv_CV
Transformer
Classification
CNN
Image_Classification
PDF
-
DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
Hyounguk Shon, Janghyeon Lee, Seung Hwan Kim, Junmo Kim
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
The SVD of Convolutional Weights: A CNN Interpretability Framework
Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero, Emilie Purvine, Madelyn Shapiro, Bei Wang
arXiv_AI
arXiv_AI
Classification
Relation
CNN
Image_Classification
PDF
-
Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification
Tianyi Zhang, Youdan Feng, Yunlu Feng, Yu Zhao, Yanli Lei, Nan Ying, Zhiling Yan, Yufang He, Guanglei Zhang
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Attention
Image_Classification
PDF
-
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation
Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang
arXiv_CV
arXiv_CV
NAS
Segmentation
Semantic_Segmentation
Optimization
Pose
Classification
Image_Classification
Autonomous
Inference
Prediction
PDF
-
Multi-Attribute Open Set Recognition
Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
arXiv_CV
arXiv_CV
Recognition
Pose
Classification
Relation
Image_Classification
PDF
-
Simulating Personal Food Consumption Patterns using a Modified Markov Chain
Xinyue Pan, Jiangpeng He, Andrew Peng, Fengqing Zhu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
Image_Classification
PDF
-
Entropy Induced Pruning Framework for Convolutional Neural Networks
Yiheng Lu, Ziyu Guan, Yaming Yang, Maoguo Gong, Wei Zhao, Kaiyuan Feng
arXiv_CV
arXiv_CV
Pose
Classification
CNN
Image_Classification
PDF
-
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers
Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Reconstruction
Segmentation
Semantic_Segmentation
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Image_Classification
Prediction
PDF
-
Scale-free Photo-realistic Adversarial Pattern Attack
Xiangbo Gao, Weicheng Xie, Minmin Liu, Cheng Luo, Qinliang Lin, Linlin Shen, Keerthy Kusumam, Siyang Song
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Classification
Detection
Object_Detection
GAN
Image_Classification
PDF
-
The Weighting Game: Evaluating Quality of Explainability Methods
Lassi Raatikainen, Esa Rahtu
arXiv_CV
arXiv_CV
Segmentation
Salient
Quantitative
Classification
Image_Classification
PDF
-
Dropout is NOT All You Need to Prevent Gradient Leakage
Daniel Scheliga, Patrick Mäder, Marco Seeland
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Image_Classification
PDF
-
Contrastive Learning for OOD in Object detection
Rishab Balasubramanian, Rupashree Dey, Kunal Rathore
arXiv_CV
arXiv_CV
Self-Supervised
Contrastive_Learning
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
arXiv_CV
arXiv_CV
Segmentation
Pose
Quantitative
Classification
Deep_Learning
Image_Classification
PDF
-
Shifted Windows Transformers for Medical Image Quality Assessment
Caner Ozer, Arda Guler, Aysel Turkvatan Cansever, Deniz Alis, Ercan Karaarslan, Ilkay Oksuz
arXiv_CV
arXiv_CV
Transformer
Knowledge
Classification
Medical
Image_Classification
PDF
-
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition
Chuanguang Yang, Zhulin An, Helong Zhou, Linhang Cai, Xiang Zhi, Jiwen Wu, Yongjun Xu, Qian Zhang
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Recognition
Knowledge
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
WeightMom: Learning Sparse Networks using Iterative Momentum-based pruning
Elvis Johnson, Xiaochen Tang, Sriramacharyulu Samudrala
arXiv_CV
arXiv_CV
Sparse
Pose
Classification
Image_Classification
Inference
PDF
-
Self-Knowledge Distillation via Dropout
Hyoje Lee, Yeachan Park, Hyun Seo, Myungjoo Kang
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms
Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang
arXiv_CV
arXiv_CV
Segmentation
3D
Knowledge
Classification
Deep_Learning
Detection
Medical
Image_Classification
PDF
-
Patching open-vocabulary models by interpolating weights
Gabriel Ilharco, Mitchell Wortsman, Samir Yitzhak Gadre, Shuran Song, Hannaneh Hajishirzi, Simon Kornblith, Ali Farhadi, Ludwig Schmidt
arXiv_CV
arXiv_CV
Zero-Shot
Classification
Image_Classification
PDF
-
PatchDropout: Economizing Vision Transformers Using Patch Dropout
Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith
arXiv_CV
arXiv_CV
Transformer
Classification
Medical
Image_Classification
PDF
-
Combining Variational Modeling with Partial Gradient Perturbation to Prevent Deep Gradient Leakage
Daniel Scheliga, Patrick Mäder, Marco Seeland
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Image_Classification
PDF
-
SBPF: Sensitiveness Based Pruning Framework For Convolutional Neural Network On Image Classification
Yiheng Lu, Maoguo Gong, Wei Zhao, Kaiyuan Feng, Hao Li
arXiv_AI
arXiv_AI
Pose
Classification
CNN
Image_Classification
Inference
PDF
-
All-optical image classification through unknown random diffusers using a single-pixel diffractive network
Yi Luo, Bijie Bai, Yuhang Li, Ege Cetintas, Aydogan Ozcan
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Medical
Image_Classification
Autonomous
PDF
-
No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects
Raja Sunkara, Tie Luo
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification
Zhikang Wang, Yue Bi, Tong Pan, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Relation
Attention
Image_Classification
PDF
-
RadTex: Learning Efficient Radiograph Representations from Text Reports
Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth Berkowitz, Polina Golland
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Classification
Deep_Learning
Medical
Caption
CNN
Image_Classification
PDF
-
A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans
Shiyi Wang, Guang Yang
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Pose
Face
Classification
Deep_Learning
Medical
Image_Classification
PDF
-
Self-Ensembling Vision Transformer for Robust Medical Image Classification
Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
arXiv_CV
arXiv_CV