Deep_Learning
Deep_Learning
2022-06-27
Robustness Implies Generalization via Data-Dependent Generalization Bounds
Kenji Kawaguchi, Zhun Deng, Kyle Luh, Jiaoyang Huang
arXiv_CV
arXiv_CV
Deep_Learning
PDF
2022-06-27
Effective training-time stacking for ensembling of deep neural networks
Polina Proscura, Alexey Zaytsev
arXiv_CV
arXiv_CV
Pose
Deep_Learning
PDF
2022-06-27
Key-frame Guided Network for Thyroid Nodule Recognition using Ultrasound Videos
Yuchen Wang, Zhongyu Li, Xiangxiang Cui, Liangliang Zhang, Xiang Luo, Meng Yang, Shi Chang
arXiv_CV
arXiv_CV
Recognition
Pose
Classification
Deep_Learning
Detection
Attention
Video_Classification
PDF
2022-06-27
Diffusion Deformable Model for 4D Temporal Medical Image Generation
Boah Kim, Jong Chul Ye
arXiv_CV
arXiv_CV
3D
Pose
Deep_Learning
Denoising
Medical
PDF
2022-06-27
Self-supervised Learning in Remote Sensing: A Review
Yi Wang, Conrad M Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Review
Self-Supervised
Action
Deep_Learning
Attention
PDF
2022-06-27
Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification
Dwarikanath Mahapatra
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-06-27
RankSEG: A Consistent Ranking-based Framework for Segmentation
Ben Dai, Chunlin Li
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Deep_Learning
PDF
2022-06-27
PST: Plant Segmentation Transformer Enhanced Phenotyping of MLS Oilseed Rape Point Cloud
Ruiming Du, Zhihong Ma, Pengyao Xie, Haiyan Cen, Yong He
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Point_Cloud
Pose
Deep_Learning
Attention
GAN
PDF
2022-06-27
Detection of Doctored Speech: Towards an End-to-End Parametric Learn-able Filter Approach
Rohit Arora
arXiv_SD
arXiv_SD
Speech
Deep_Learning
Detection
PDF
2022-06-27
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels
Chuang Zhang, Li Shen, Jian Yang, Chen Gong
arXiv_AI
arXiv_AI
Embedding
Pose
Deep_Learning
Prediction
PDF
2022-06-26
Detecting Schizophrenia with 3D Structural Brain MRI Using Deep Learning
Junhao Zhang, Vishwanatha M. Rao, Ye Tian, Yanting Yang, Nicolas Acosta, Zihan Wan, Pin-Yu Lee, Chloe Zhang, Lawrence S. Kegeles, Scott A. Small, Jia Guo
arXiv_CV
arXiv_CV
3D
Pose
Classification
Deep_Learning
PDF
2022-06-26
Self-Healing Robust Neural Networks via Closed-Loop Control
Zhuotong Chen, Qianxiao Li, Zheng Zhang
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Inference
PDF
2022-06-26
AFT-VO: Asynchronous Fusion Transformers for Multi-View Visual Odometry Estimation
Nimet Kaygusuz, Oscar Mendez, Richard Bowden
arXiv_CV
arXiv_CV
Transformer
Pose_Estimation
Pose
Deep_Learning
Prediction
PDF
2022-06-26
Object Detection and Tracking with Autonomous UAV
A. Huzeyfe Demir, Berke Yavas, Mehmet Yazici, Dogukan Aksu, M. Ali Aydin
arXiv_CV
arXiv_CV
Tracking
Deep_Learning
Detection
Object_Detection
Autonomous
PDF
2022-06-26
Learning neural state-space models: do we need a state estimator?
Marco Forgione, Manas Mejari, Dario Piga
arXiv_AI
arXiv_AI
Optimization
Pose
Deep_Learning
PDF
2022-06-26
Data Augmentation for Dementia Detection in Spoken Language
Anna Hlédiková, Dominika Woszczyk, Alican Acman, Soteris Demetriou, Björn Schuller
arXiv_CL
arXiv_CL
Transformer
Sparse
Speech
Deep_Learning
Detection
PDF
2022-06-26
Multiple Instance Learning with Mixed Supervision in Gleason Grading
Hao Bian, Zhuchen Shao, Yang Chen, Yifeng Wang, Haoqian Wang, Jian Zhang, Yongbing Zhang
arXiv_CV
arXiv_CV
Transformer
Pose
Deep_Learning
Prediction
PDF
2022-06-26
Malware Detection and Prevention using Artificial Intelligence Techniques
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocreak, Dan Lo, Akond Rahman, Fan Wu
arXiv_AI
arXiv_AI
Review
Pose
Deep_Learning
Detection
Activity
PDF
2022-06-26
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective
Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Classification
Deep_Learning
Attention
Speech_Recognition
PDF
2022-06-25
p-Meta: Towards On-device Deep Model Adaptation
Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele
arXiv_CV
arXiv_CV
Reinforcement_Learning
Pose
Classification
Deep_Learning
Few-Shot
Image_Classification
PDF
2022-06-25
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization
Yiqing Shen, Yulin Luo, Dinggang Shen, Jing Ke
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-25
Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising
Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim
arXiv_CV
arXiv_CV
Transfer_Learning
Adversarial
Pose
Deep_Learning
Denoising
CNN
PDF
2022-06-25
Review on Social Behavior Analysis of Laboratory Animals: From Methodologies to Applications
Ziping Jiang, Paul L. Chazot, Richard Jiang
arXiv_CV
arXiv_CV
Tracking
Knowledge
Review
Deep_Learning
Detection
PDF
2022-06-24
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI
Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Deep_Learning
Attention
Medical
Prediction
PDF
2022-06-24
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera Trap Images
Fagner Cunha, Eulanda M. dos Santos, Juan G. Colonna
arXiv_CV
arXiv_CV
Transformer
Recognition
Pose
Deep_Learning
PDF
2022-06-24
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D Reconstruction
Zhenpei Yang, Zaiwei Zhang, Qixing Huang
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose_Estimation
Pose
Deep_Learning
PDF
2022-06-24
DeepAL for Regression Using $ε$-weighted Hybrid Query Strategy
Harsh Vardhan, Janos Sztipanovits
arXiv_AI
arXiv_AI
Optimization
Salient
Pose
Deep_Learning
PDF
2022-06-24
Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms
Yinghui Meng, Zhenglong Du, Chen Zhao, Minghao Dong, Drew Pienta, Zhihui Xu, Weihua Zhou
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Pose
Action
Deep_Learning
PDF
2022-06-24
Speech Quality Assessment through MOS using Non-Matching References
Pranay Manocha, Anurag Kumar
arXiv_SD
arXiv_SD
Speech
Self-Supervised
Deep_Learning
QA
Matching
PDF
2022-06-24
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems
Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang
arXiv_AI
arXiv_AI
Optimization
Regularization
Adversarial
Pose
Deep_Learning
PDF
2022-06-24
Excavating RoI Attention for Underwater Object Detection
Xutao Liang, Pinhao Song
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Object_Detection
Attention
PDF
2022-06-24
Self Supervised Learning for Few Shot Hyperspectral Image Classification
Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Image_Classification
PDF
2022-06-24
Dissecting U-net for Seismic Application: An In-Depth Study on Deep Learning Multiple Removal
Ricard Durall, Ammar Ghanim, Norman Ettrich, Janis Keuper
arXiv_CV
arXiv_CV
OCR
Knowledge
Deep_Learning
PDF
2022-06-24
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation
Xin-Yang Zheng, Yang Liu, Peng-Shuai Wang, Xin Tong
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Deep_Learning
GAN
PDF
2022-06-24
A multi-model-based deep learning framework for short text multiclass classification with the imbalanced and extremely small data set
Jiajun Tong, Zhixiao Wang, Xiaobin Rui
arXiv_CL
arXiv_CL
Transformer
Bert
Text_Classification
RNN
Pose
Classification
Deep_Learning
PDF
2022-06-23
Measuring Representational Robustness of Neural Networks Through Shared Invariances
Vedant Nanda, Till Speicher, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Adrian Weller
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-23
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need
An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
Prediction
PDF
2022-06-23
Two-dimensional total absorption spectroscopy with conditional generative adversarial networks
Cade Dembski, Michelle P. Kuchera, Sean Liddick, Raghu Ramanujan, Artemis Spyrou
arXiv_AI
arXiv_AI
Adversarial
Deep_Learning
Detection
Object_Detection
GAN
PDF
2022-06-23
What makes you, you? Analyzing Recognition by Swapping Face Parts
Claudio Ferrari, Matteo Serpentoni, Stefano Berretti, Alberto Del Bimbo
arXiv_CV
arXiv_CV
Recognition
3D
Pose
Face
Deep_Learning
Face_Recognition
PDF
2022-06-23
Short-range forecasts of global precipitation using using deep learning-augmented numerical weather prediction
Manmeet Singh, Vaisakh S B, Nachiketa Acharya, Suryachandra A Rao, Bipin Kumar, Zong-Liang Yang, Dev Niyogi
arXiv_CV
arXiv_CV
Enhancement
Pose
Face
Deep_Learning
Prediction
PDF
2022-06-23
Formant Estimation and Tracking using Probabilistic Heat-Maps
Yosi Shrem, Felix Kreuk, Joseph Keshet
arXiv_SD
arXiv_SD
Tracking
Speech
Pose
Deep_Learning
Prediction
PDF
2022-06-23
Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering
Francesco Salvetti, Simone Angarano, Mauro Martini, Simone Cerrato, Marcello Chiaberge
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Autonomous
PDF
2022-06-23
Learning Towards the Largest Margins
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji
arXiv_CV
arXiv_CV
Person_Re-identification
Optimization
Regularization
Pose
Face
Classification
Deep_Learning
Re-identification
PDF
2022-06-23
Restoring speech intelligibility for hearing aid users with deep learning
Peter Udo Diehl, Yosef Singer, Hannes Zilly, Uwe Schönfeld, Paul Meyer-Rachner, Mark Berry, Henning Sprekeler, Elias Sprengel, Annett Pudszuhn, Veit M. Hofmann
arXiv_SD
arXiv_SD
NAS
Speech
Deep_Learning
Denoising
PDF
2022-06-23
Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis
Tae-Woo Kim, Min-Su Kang, Gyeong-Hoon Lee
arXiv_SD
arXiv_SD
Adversarial
Speech
Pose
Deep_Learning
PDF
2022-06-23
A novel adversarial learning strategy for medical image classification
Zong Fan, Xiaohui Zhang, Jacob A. Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Xiaowei Wang, Hua Li
arXiv_CV
arXiv_CV
Optimization
Adversarial
Pose
Classification
Deep_Learning
GAN
Medical
CNN
Image_Classification
PDF
2022-06-23
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Deep_Learning
Prediction
PDF
2022-06-22
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas Maier, Vincent Christlein
arXiv_CV
arXiv_CV
Image_Retrieval
Pose
Quantitative
Deep_Learning
PDF
2022-06-22
Automated GI tract segmentation using deep learning
Manhar Sharma
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
GAN
PDF
2022-06-22
Heterogeneous Graph Neural Networks for Software Effort Estimation
Hung Phan, Ali Jannesari
arXiv_AI
arXiv_AI
Embedding
Pose
Deep_Learning
PDF
2022-06-22
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data
Raviraj Joshi, Anupam Singh
arXiv_SD
arXiv_SD
Recognition
Speech
Pose
Deep_Learning
Attention
Speech_Recognition
PDF
2022-06-22
Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection
Ishaan Bhat, Josien P.W. Pluim, Max A. Viergerver, Hugo J. Kuijf
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
Medical
Prediction
PDF
2022-06-22
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
Chuan Wen, Jianing Qian, Jierui Lin, Jiaye Teng, Dinesh Jayaraman, Yang Gao
arXiv_CV
arXiv_CV
Optimization
Salient
Knowledge
Classification
Deep_Learning
Image_Classification
Autonomous
PDF
2022-06-21
BOSS: A Benchmark for Human Belief Prediction in Object-context Scenarios
Jiafei Duan, Samson Yu, Nicholas Tan, Li Yi, Cheston Tan
arXiv_CV
arXiv_CV
Gesture
Knowledge
Pose
Action
Deep_Learning
Relation
Autonomous
Prediction
PDF
2022-06-21
Guiding Visual Attention in Deep Convolutional Neural Networks Based on Human Eye Movements
Leonard E. van Dyck, Sebastian J. Denzler, Walter R. Gruber
arXiv_CV
arXiv_CV
Face_Detection
Tracking
Recognition
Salient
Pose
Face
Deep_Learning
Detection
Attention
CNN
PDF
2022-06-21
Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction
Michael Tanzer, Pedro Ferreira, Andrew Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin
arXiv_CV
arXiv_CV
Transformer
Adversarial
Pose
Deep_Learning
GAN
PDF
2022-06-21
Neural Transformers for Intraductal Papillary Mucosal Neoplasms Classification in MRI images
Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
arXiv_AI
arXiv_AI
Transformer
Surveillance
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-21
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Fadi Boutros, Naser Damer, Arjan Kuijper
arXiv_CV
arXiv_CV
Quantization
Recognition
Pose
Face
Deep_Learning
Face_Recognition
PDF
2022-06-21
An Automatic and Efficient BERT Pruning for Edge AI Systems
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
arXiv_AI
arXiv_AI
Transformer
OCR
Bert
Pose
Deep_Learning
Relation
Inference
PDF
2022-06-21
Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images
Marin Benčević, Marija Habijan, Irena Galić, Danilo Babin
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Deep_Learning
Medical
Prediction
PDF
2022-06-21
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks
Rui-Jie Zhu, Qihang Zhao, Tianjing Zhang, Haoyu Deng, Yule Duan, Malu Zhang, Liang-Jian Deng
arXiv_AI
arXiv_AI
Gesture
Pose
Action
Classification
Deep_Learning
Relation
Attention
CNN
PDF
2022-06-21
Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks
Deniz Mengu, Yifan Zhao, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan
arXiv_CV
arXiv_CV
Pose
Action
Deep_Learning
PDF
2022-06-21
Deep Learning Eliminates Massive Dust Storms from Images of Tianwen-1
Hongyu Li, Jia Li, Xin Ren, Long Xu
arXiv_AI
arXiv_AI
Knowledge
Pose
Quantitative
Deep_Learning
PDF
2022-06-21
Automatic Concept Extraction for Concept Bottleneck-based Video Classification
Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia, Yu-Hsi Cheng, Diego Ramirez Echavarria, Joseph Noor, Alessandra Russo, Lance Kaplan, Erik Blasch, Mani Srivastava
arXiv_CV
arXiv_CV
Pose
Action
Classification
Deep_Learning
Relation
Video_Classification
PDF
2022-06-20
Deep Learning Models on CPUs: A Methodology for Efficient Training
Quchen Fu, Ramesh Chukka, Keith Achorn, Thomas Atta-fosu, Deepak R. Canchi, Zhongwei Teng, Jules White, Douglas C. Schmidt
arXiv_AI
arXiv_AI
Optimization
Deep_Learning
PDF
2022-06-20
Limitations of the NTK for Understanding Generalization in Deep Learning
Nikhil Vyas, Yamini Bansal, Preetum Nakkiran
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-20
When Does Re-initialization Work?
Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu
arXiv_CV
arXiv_CV
Regularization
Classification
Deep_Learning
Image_Classification
PDF
2022-06-20
ORFD: A Dataset and Benchmark for Off-Road Freespace Detection
Chen Min, Weizhong Jiang, Dawei Zhao, Jiaolong Xu, Liang Xiao, Yiming Nie, Bin Dai
arXiv_CV
arXiv_CV
Transformer
Point_Cloud
Knowledge
Pose
Deep_Learning
Detection
Attention
Autonomous
PDF
2022-06-20
Latent Variable Modelling Using Variational Autoencoders: A survey
Vasanth Kalingeri
arXiv_AI
arXiv_AI
Survey
Deep_Learning
PDF
2022-06-20
Practical Deepfake Detection: Vulnerabilities in Global Contexts
Yang A. Chuming, Daniel J. Wu, Ken Hong
arXiv_CV
arXiv_CV
Face
Deep_Learning
Detection
PDF
2022-06-20
The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning
Cherie M Poland
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-20
SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training
Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xia, Tao Qin, Haiguang Liu, Tie-Yan Liu
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Action
Deep_Learning
Attention
Language_Model
Prediction
PDF
2022-06-20
Visualizing and Understanding Self-Supervised Vision Learning
Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis
arXiv_CV
arXiv_CV
Self-Supervised
Action
Classification
Deep_Learning
Image_Classification
PDF
2022-06-20
Great Expectations: Unsupervised Inference of Suspense, Surprise and Salience in Storytelling
David Wilmot
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Self-Supervised
Deep_Learning
Inference
PDF
2022-06-20
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network
Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler
arXiv_CV
arXiv_CV
Transfer_Learning
Scene_Classification
Pose
Classification
Deep_Learning
Detection
Object_Detection
Attention
Image_Classification
PDF
2022-06-20
Performance Prediction in Major League Baseball by Long Short-Term Memory Networks
Hsuan-Cheng Sun, Tse-Yu Lin, Yen-Lung Tsai
arXiv_AI
arXiv_AI
Memory_Networks
Deep_Learning
Prediction
PDF
2022-06-20
Diversified Adversarial Attacks based on Conjugate Gradient Method
Keiichiro Yamamura, Haruki Sato, Nariaki Tateiwa, Nozomi Hata, Toru Mitsutake, Issa Oe, Hiroki Ishikura, Katsuki Fujisawa
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
PDF
2022-06-20
Revisiting lp-constrained Softmax Loss: A Comprehensive Study
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Image_Classification
PDF
2022-06-20
5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation
Wangwang Yang, Jinming Su, Yiting Duan, Tingyi Guo, Junfeng Luo
arXiv_AI
arXiv_AI
Segmentation
Pose
Deep_Learning
PDF
2022-06-20
Explicit and implicit models in infrared and visible image fusion
Zixuan Wang, Bin Sun
arXiv_CV
arXiv_CV
Optimization
Face
Quantitative
Deep_Learning
PDF
2022-06-20
Hands-on Wireless Sensing with Wi-Fi: A Tutorial
Zheng Yang, Yi Zhang, Guoxuan Chi, Guidong Zhang
arXiv_AI
arXiv_AI
Recognition
Gesture
RNN
Adversarial
Pose
Action
Deep_Learning
Detection
PDF
2022-06-19
Hybrid Facial Expression Recognition Model for Real-Time Emotion Classification and Prediction
Ozioma Collins Oguine (1), Kaleab Alamayehu Kinfu (2), Kanyifeechukwu Jane Oguine (1), Hashim Ibrahim Bisallah (1), Daniel Ofuani (1) ((1) Department of Computer Science, University of Abuja, Nigeria, (2) Department of Computer Science, Johns Hopkins University, Baltimore, USA)
arXiv_AI
arXiv_AI
Recognition
Pose
Emotion
Action
Classification
Deep_Learning
CNN
Prediction
PDF
2022-06-19
All you need is feedback: Communication with block attention feedback codes
Emre Ozfatura, Yulin Shao, Alberto Perotti, Branislav Popovic, Deniz Gunduz
arXiv_AI
arXiv_AI
Deep_Learning
Attention
PDF
2022-06-19
Bounding Evidence and Estimating Log-Likelihood in VAE
Łukasz Struski, Marcin Mazur, Paweł Batorski, Przemysław Spurek, Jacek Tabor
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-19
Agricultural Plantation Classification using Transfer Learning Approach based on CNN
Uphar Singh, Tushar Musale, Ranjana Vyas, O.P.Vyas (Indian Institute of Information Technology, Allahabad, India)
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Pose
Classification
Deep_Learning
CNN
PDF
2022-06-19
Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study
Uphar Singh, Kumar Saurabh, Neelaksh Trehan, Ranjana Vyas, O.P. Vyas
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
2022-06-19
A Self-Guided Framework for Radiology Report Generation
Jun Li, Shibo Li, Ying Hu, Huiren Tao
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Knowledge
Pose
Deep_Learning
Medical
Caption
PDF
2022-06-19
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection
Perry Gibson, José Cano
arXiv_CV
arXiv_CV
Deep_Learning
Detection
Inference
Matching
PDF
2022-06-19
Learning Grasp Ability Enhancement through Deep Shape Generation
Junnan Jiang, Xiaohui Xiao, Fei Chen, Miao Li
arXiv_RO
arXiv_RO
Enhancement
Pose
Deep_Learning
Detection
PDF
2022-06-18
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation
Jianfeng Wang, Thomas Lukasiewicz
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-06-18
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa
Tarun Garg, Kaushik Roy, Amit Sheth
arXiv_CL
arXiv_CL
Transformer
Knowledge
Knowledge_Graph
Deep_Learning
Relation
Attention
Language_Model
PDF
2022-06-18
Multi-Modality Image Inpainting using Generative Adversarial Networks
Aref Abedjooy, Mehran Ebrahimi
arXiv_CV
arXiv_CV
Inpainting
Knowledge
Adversarial
Pose
Quantitative
Deep_Learning
GAN
PDF
2022-06-18
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation
Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, Zongyuan Ge
arXiv_CV
arXiv_CV
OCR
Knowledge
Pose
Deep_Learning
Attention
PDF
2022-06-18
3D unsupervised anomaly detection and localization through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography
Kyung-Su Kim, Seong Je Oh, Ju Hwan Lee, Myung Jin Chung
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Recognition
3D
Restoration
Pose
Deep_Learning
Detection
Attention
PDF
2022-06-18
Multi-Modality Image Super-Resolution using Generative Adversarial Networks
Aref Abedjooy, Mehran Ebrahimi
arXiv_CV
arXiv_CV
Super_Resolution
Adversarial
Pose
Quantitative
Deep_Learning
GAN
PDF
2022-06-18
Deep Inverse Reinforcement Learning for Route Choice Modeling
Zhan Zhao, Yuebing Liang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Adversarial
Pose
Deep_Learning
Relation
PDF
2022-06-18
Comment on Transferability and Input Transformation with Additive Noise
Hoki Kim, Jinseong Park, Jaewook Lee
arXiv_AI
arXiv_AI
Optimization
Adversarial
Classification
Deep_Learning
Relation
PDF
2022-06-18
Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation
Yingao Liu, Fei Yang, Yidong Yang
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Deep_Learning
Relation
GAN
PDF
2022-06-17
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation
Nikhil Kumar Tomar, Annie Shergill, Brandon Rieders, Ulas Bagci, Debesh Jha
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Deep_Learning
Detection
Attention
PDF
2022-06-17
Multi-scale Super-resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness
Siyuan Dong, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Karl Rössler, Siegfried Trattnig, Chenyu You, Robin de Graaf, John Onofrey, James Duncan
arXiv_CV
arXiv_CV
Super_Resolution
Adversarial
Pose
Deep_Learning
PDF
2022-06-17
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
Javier Antorán, David Janz, James Urquhart Allingham, Erik Daxberger, Riccardo Barbano, Eric Nalisnick, José Miguel Hernández-Lobato
arXiv_AI
arXiv_AI
Transformer
Deep_Learning
Attention
Recommendation
PDF
2022-06-17
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling
Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F.K. Williamson, Tiffany Y. Chen, Faisal Mahmood
arXiv_CV
arXiv_CV
Deep_Learning
Prediction
PDF
2022-06-17
A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging
Riqiang Gao, Thomas Li, Yucheng Tang, Zhoubing Xu, Michael Kammer, Sanja L. Antic, Kim Sandler, Fabien Moldonado, Thomas A. Lasko, Bennett Landman
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
Prediction
PDF
2022-06-17
Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis
Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh
arXiv_CV
arXiv_CV
Action
Classification
Deep_Learning
Attention
Medical
PDF
2022-06-17
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE
Marc-Antoine Georges, Jean-Luc Schwartz, Thomas Hueber
arXiv_CL
arXiv_CL
Knowledge
Speech
Self-Supervised
Deep_Learning
GAN
PDF
2022-06-17
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images
Weiwei Cui, Yaqi Wang, Qianni Zhang, Huiyu Zhou, Dan Song, Xingyong Zuo, Gangyong Jia, Liaoyuan Zeng
arXiv_CV
arXiv_CV
Segmentation
3D
Restoration
Knowledge
Deep_Learning
Attention
PDF
2022-06-17
Fast Finite Width Neural Tangent Kernel
Roman Novak, Jascha Sohl-Dickstein, Samuel S. Schoenholz
arXiv_AI
arXiv_AI
NAS
Pose
Deep_Learning
PDF
2022-06-17
A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning
Siqu Long, Rina Cabral, Josiah Poon, Soyeon Caren Han
arXiv_CL
arXiv_CL
Embedding
Text_Classification
RNN
Quantitative
Classification
Deep_Learning
Detection
Attention
Language_Model
Prediction
PDF
2022-06-17
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
Lukas Wolf, Ard Kastrati, Martyna Beata Płomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer
arXiv_AI
arXiv_AI
Segmentation
Tracking
Deep_Learning
Detection
Object_Detection
PDF
2022-06-17
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Few-Shot
Image_Classification
PDF
2022-06-17
Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation
Wen Sun, Jian Jin, Weisi Lin
arXiv_CV
arXiv_CV
Recognition
Knowledge
Adversarial
Pose
Face
Classification
Deep_Learning
Face_Recognition
Image_Classification
Prediction
PDF
2022-06-17
Rectify ViT Shortcut Learning by Visual Saliency
Chong Ma, Lin Zhao, Yuzhong Chen, David Weizhong Liu, Xi Jiang, Tuo Zhang, Xintao Hu, Dinggang Shen, Dajiang Zhu, Tianming Liu
arXiv_CV
arXiv_CV
Transformer
Salient
Knowledge
Pose
Deep_Learning
Attention
Medical
PDF
2022-06-17
What do navigation agents learn about their environment?
Kshitij Dwivedi, Gemma Roig, Aniruddha Kembhavi, Roozbeh Mottaghi
arXiv_CV
arXiv_CV
Action
Deep_Learning
Attention
PDF
2022-06-17
Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
Joseph Stember, Danielle Stember, Luca Pasquini, Jenabi Merhnaz, Andrei Holodny, Hrithwik Shalu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Classification
Deep_Learning
Prediction
PDF
2022-06-16
Zero-Shot AutoML with Pretrained Models
Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter
arXiv_CV
arXiv_CV
Zero-Shot
Deep_Learning
PDF
2022-06-16
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
Cheng Jiang, Asadur Chowdury, Xinhai Hou, Akhil Kondepudi, Christian W. Freudiger, Kyle Conway, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd C. Hollon
arXiv_CV
arXiv_CV
Segmentation
Represenation_Learning
Pose
Classification
Deep_Learning
Inference
PDF
2022-06-16
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
arXiv_CL
arXiv_CL
Transformer
Pose
Deep_Learning
Detection
Sentiment
Language_Model
PDF
2022-06-16
MixGen: A New Multi-Modal Data Augmentation
Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li
arXiv_AI
arXiv_AI
Zero-Shot
Represenation_Learning
Deep_Learning
Relation
VQA
QA
PDF
2022-06-16
Deepfake histological images for enhancing digital pathology
Kianoush Falahkheirkhah, Saumya Tiwari, Kevin Yeh, Sounak Gupta, Loren Herrera-Hernandez, Michael R. McCarthy, Rafael E. Jimenez, John C. Cheville, Rohit Bhargava
arXiv_CV
arXiv_CV
Adversarial
Deep_Learning
PDF
2022-06-16
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey
Abhijith Sharma, Yijun Bian, Phil Munz, Apurva Narayan
arXiv_CV
arXiv_CV
Adversarial
Survey
Deep_Learning
Detection
Attention
PDF
2022-06-16
Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network
Abhishek Srivastava, Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha
arXiv_CV
arXiv_CV
Pose
Action
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-16
A machine-generated catalogue of Charon's craters and implications for the Kuiper belt
Mohamad Ali-Dib
arXiv_CV
arXiv_CV
Review
Pose
Deep_Learning
PDF
2022-06-16
Longitudinal detection of new MS lesions using Deep Learning
Reda Abdellah Kamraoui, Boris Mansencal, José V Manjon, Pierrick Coupé
arXiv_CV
arXiv_CV
Segmentation
Enhancement
Knowledge
Pose
Deep_Learning
Detection
PDF
2022-06-16
Deep Learning Architecture for Automatic Essay Scoring
Tsegaye Misikir Tashu, Chandresh Kumar Maurya, Tomas Horvath
arXiv_AI
arXiv_AI
Embedding
RNN
Pose
Deep_Learning
CNN
PDF
2022-06-16
K-Radar: 4D Radar Object Detection Dataset and Benchmark for Autonomous Driving in Various Weather Conditions
Dong-Hee Paek, Seung-Hyun Kong, Kevin Tirta Wijaya
arXiv_AI
arXiv_AI
3D
Deep_Learning
Detection
Object_Detection
Autonomous
PDF
2022-06-16
Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
PDF
2022-06-16
Closed-Form Diffeomorphic Transformations for Time Series Alignment
Iñigo Martinez, Elisabeth Viles, Igor G. Olaizola
arXiv_AI
arXiv_AI
Optimization
Deep_Learning
PDF
2022-06-16
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
Yuanfeng Ji, Haotian Bai, Jie Yang, Chongjian Ge, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhang, Wanling Ma, Xiang Wan, Ping Luo
arXiv_CV
arXiv_CV
Segmentation
3D
Deep_Learning
GAN
Medical
PDF
2022-06-16
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches
Omar Elharroussad, Younes Akbari, Noor Almaadeed, Somaya Al-Maadeed
arXiv_CV
arXiv_CV
Reinforcement_Learning
Review
Pose
Action
Deep_Learning
CNN
PDF
2022-06-16
Image Captioning based on Feature Refinement and Reflective Decoding
Ghadah Alabduljabbar, Hafida Benhidour, Said Kerrache
arXiv_CV
arXiv_CV
Image_Caption
Salient
Pose
Action
Deep_Learning
Attention
Caption
PDF
2022-06-16
To Dereverb Or Not to Dereverb? Perceptual Studies On Real-Time Dereverberation Targets
Jean-Marc Valin, Ritwik Giri, Shrikant Venkataramani, Umut Isik, Arvindh Krishnaswamy
arXiv_SD
arXiv_SD
Enhancement
Speech
Deep_Learning
Denoising
PDF
2022-06-16
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network
Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, JIan Wu
arXiv_AI
arXiv_AI
RNN
Knowledge
Pose
Classification
Deep_Learning
CNN
Inference
Prediction
PDF
2022-06-15
Towards Differentiable Rendering for Sidescan Sonar Imagery
Yiping Xie, Nils Bore, John Folkesson
arXiv_RO
arXiv_RO
3D
Optimization
Pose
Deep_Learning
PDF
2022-06-15
Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar
Yiping Xie, Nils Bore, John Folkesson
arXiv_AI
arXiv_AI
Reconstruction
Bert
Optimization
Sparse
Represenation_Learning
Pose
Face
Survey
Deep_Learning
CNN
PDF
2022-06-15
How Adults Understand What Young Children Say
Stephan C. Meylan, Ruthe Foushee, Nicole H. Wong, Elika Bergelson, Roger P. Levy
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
Deep_Learning
Inference
PDF
2022-06-15
On Calibrated Model Uncertainty in Deep Learning
Biraja Ghoshal, Allan Tucker
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Relation
Inference
Prediction
PDF
2022-06-15
Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading
Biraja Ghoshal, Bhargab Ghoshal, Allan Tucker
arXiv_CV
arXiv_CV
Classification
Deep_Learning
CNN
Prediction
PDF
2022-06-15
Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain
Ryan Nguyen, Rahul Rai
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Deep_Learning
Relation
PDF
2022-06-15
Condensing Graphs via One-Step Gradient Matching
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bin Ying
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Deep_Learning
Matching
PDF
2022-06-15
ELUDE: Generating interpretable explanations via a decomposition into labelled and unlabelled features
Vikram V. Ramaswamy, Sunnie S. Y. Kim, Nicole Meister, Ruth Fong, Olga Russakovsky
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Prediction
PDF
2022-06-15
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
Xueying Ding, Lingxiao Zhao, Leman Akoglu
arXiv_AI
arXiv_AI
Unsupervised
Optimization
Represenation_Learning
Quantitative
Deep_Learning
Detection
Object_Detection
PDF
2022-06-15
How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images
Yiqing Shen, Bingxin Zhou, Xinye Xiong, Ruitian Gao, Yu Guang Wang
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Deep_Learning
Relation
Medical
CNN
Prediction
PDF
2022-06-15
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Survey
Action
Deep_Learning
Attention
PDF
2022-06-15
Investigating Multi-Feature Selection and Ensembling for Audio Classification
Muhammad Turab, Teerath Kumar, Malika Bendechache, Takfarinas Saber
arXiv_SD
arXiv_SD
Classification
Deep_Learning
CNN
PDF
2022-06-15
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations
Teodor Chiaburu, Felix Biessmann, Frank Hausser
arXiv_AI
arXiv_AI
Knowledge
Classification
Deep_Learning
PDF
2022-06-15
Physically-admissible polarimetric data augmentation for road-scene analysis
Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Meriaudeau, Stéphane Canu
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Object_Detection
GAN
PDF
2022-06-15
Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia
Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé
arXiv_CV
arXiv_CV
3D
Pose
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-15
Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems
Cong Fu, Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Attention
CNN
PDF
2022-06-15
Robust SAR ATR on MSTAR with Deep Learning Models trained on Full Synthetic MOCEM data
Benjamin Camus, Corentin Le Barbu, Eric Monteux
arXiv_AI
arXiv_AI
Recognition
Adversarial
Deep_Learning
PDF
2022-06-15
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention
Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Deep_Learning
Attention
Medical
PDF
2022-06-15
Recent Advances in Scene Image Representation and Classification
Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad
arXiv_CV
arXiv_CV
Image_Caption
Review
Pose
Survey
Quantitative
Classification
Deep_Learning
Image_Classification
PDF
2022-06-15
Super-resolution image display using diffractive decoders
Cagatay Isil, Deniz Mengu, Yifan Zhao, Anika Tabassum, Jingxi Li, Yi Luo, Mona Jarrahi, Aydogan Ozcan
arXiv_CV
arXiv_CV
Super_Resolution
3D
Pose
Deep_Learning
CNN
PDF
2022-06-15
ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions
Samira Vafay Eslahi, Jian Tao, Jim Ji
arXiv_CV
arXiv_CV
NAS
Reconstruction
Pose
Deep_Learning
PDF
2022-06-15
ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise
Jongwoo Ko, Bongsoo Yi, Se-Young Yun
arXiv_AI
arXiv_AI
Regularization
Pose
Deep_Learning
PDF
2022-06-15
Machine vision for vial positioning detection toward the safe automation of material synthesis
Leslie Ching Ow Tiong, Hyuk Jun Yoo, Na Yeon Kim, Kwan-Young Lee, Sang Soo Han, Donghun Kim
arXiv_AI
arXiv_AI
Surveillance
Deep_Learning
Detection
Object_Detection
PDF
2022-06-15
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning
Rui Liu, Berrak Sisman, Björn Schuller, Guanglai Gao, Haizhou Li
arXiv_SD
arXiv_SD
Speech
Pose
Emotion
Classification
Deep_Learning
PDF
2022-06-15
A Projection-Based K-space Transformer Network for Undersampled Radial MRI Reconstruction with Limited Training Subjects
Chang Gao, Shu-Fu Shih, J. Paul Finn, Xiaodong Zhong
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Pose
Deep_Learning
Inference
PDF
2022-06-14
Automated image analysis in large-scale cellular electron microscopy: A literature survey
Anusha Aswatha, Ahmad Alsahaf, Ben N. G. Giepmans, George Azzopardi
arXiv_AI
arXiv_AI
Segmentation
Review
Survey
Deep_Learning
Medical
PDF
2022-06-14
Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features
Anil Palepu, Andrew L Beam
arXiv_CV
arXiv_CV
Image_Caption
Self-Supervised
Deep_Learning
Medical
PDF
2022-06-14
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger
Zhiqi Bu, Yu-Xiang Wang, Sheng Zha, George Karypis
arXiv_CV
arXiv_CV
Pose
Deep_Learning
PDF
2022-06-14
Self-Supervised Pretraining for Differentially Private Learning
Arash Asadian, Evan Weidner, Lei Jiang
arXiv_CV
arXiv_CV
Self-Supervised
Classification
Deep_Learning
Image_Classification
PDF
2022-06-14
Loss Functions for Classification using Structured Entropy
Brian Lucena
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
PDF
2022-06-14
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience
Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Lasya P. Sreepada, Sai Spandana Chintapalli, Dushyant Sahoo, Ioanna Skampardoni, Konstantina Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos
arXiv_CV
arXiv_CV
Review
Adversarial
Deep_Learning
GAN
PDF
2022-06-14
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation
Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Deep_Learning
Matching
PDF
2022-06-14
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents
Bolun "Namir" Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta
arXiv_CL
arXiv_CL
Embedding
Pose
Deep_Learning
Attention
Language_Model
Prediction
PDF
2022-06-14
Stand-Alone Inter-Frame Attention in Video Models
Fuchen Long, Zhaofan Qiu, Yingwei Pan, Ting Yao, Jiebo Luo, Tao Mei
arXiv_CV
arXiv_CV
Transformer
Video_Caption
3D
Deep_Learning
Attention
Prediction
PDF
2022-06-14
Evaluating histopathology transfer learning with ChampKit
Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra, Rajarsi Gupta, Joel H. Saltz, Peter K. Koo
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
Image_Classification
Prediction
PDF
2022-06-14
Automated Precision Localization of Peripherally Inserted Central Catheter Tip through Model-Agnostic Multi-Stage Networks
Subin Park, Yoon Ki Cha, Soyoung Park, Kyung-Su Kim, Myung Jin Chung
arXiv_CV
arXiv_CV
Pose
Action
Deep_Learning
Detection
PDF
2022-06-14
CorticalFlow$^{++}$: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability
Rodrigo Santa Cruz, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
arXiv_CV
arXiv_CV
Reconstruction
Pose
Face
Deep_Learning
Inference
Prediction
PDF
2022-06-14
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training
B. R. Manoj, Meysam Sadeghi, Erik G. Larsson
arXiv_AI
arXiv_AI
Gradient_Descent
Adversarial
Classification
Deep_Learning
PDF
2022-06-14
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data
Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Sparse
Regularization
Knowledge
Action
Deep_Learning
PDF
2022-06-14
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks
Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke
arXiv_CV
arXiv_CV
Knowledge
Survey
Classification
Deep_Learning
Image_Classification
PDF
2022-06-13
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
arXiv_CV
arXiv_CV
Embedding
Recognition
Classification
Deep_Learning
PDF
2022-06-13
ReViSe: Remote Vital Signs Measurement Using Smartphone Camera
Donghao Qiao, Amtul Haq Ayesha, Farhana Zulkernine, Raihan Masroor, Nauman Jaffar
arXiv_CV
arXiv_CV
Pose
Face
Deep_Learning
Detection
Medical
PDF
2022-06-13
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network
Xueqi Guo, Bo Zhou, David Pigg, Bruce Spottiswoode, Michael E. Casey, Chi Liu, Nicha C. Dvornek
arXiv_CV
arXiv_CV
Unsupervised
Pose
Quantitative
Deep_Learning
CNN
Inference
PDF
2022-06-13
MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients
Wen Tang, Haoyue Zhang, Pengxin Yu, Han Kang, Rongguo Zhang
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Prediction
PDF
2022-06-13
Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network
Nikhil Kumar Tomar, Abhishek Srivastava, Ulas Bagci, Debesh Jha
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Detection
PDF
2022-06-13
RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans
Pengxin Yu, Haoyue Zhang, Han Kang, Wen Tang, Corey W. Arnold, Rongguo Zhang
arXiv_CV
arXiv_CV
Transformer
Super_Resolution
Pose
Deep_Learning
Attention
Medical
CNN
PDF
2022-06-13
Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization
Weiwei Zong, Eric Carver, Simeng Zhu, Eric Schaff, Daniel Chapman, Joon Lee, Hassan Bagher Ebadian, Indrin Chetty, Benjamin Movsas, Winston Wen, Tarik Alafif, Xiangyun Zong
arXiv_CV
arXiv_CV
Deep_Learning
Detection
Object_Detection
CNN
PDF
2022-06-13
Constraint Guided Gradient Descent: Guided Training with Inequality Constraints
Quinten Van Baelen Peter Karsmakers
arXiv_AI
arXiv_AI
Gradient_Descent
Knowledge
Pose
Deep_Learning
PDF
2022-06-13
Robust Time Series Denoising with Learnable Wavelet Packet Transform
Gaetan Frusque, Olga Fink
arXiv_SD
arXiv_SD
Pose
Deep_Learning
Denoising
CNN
PDF
2022-06-13
Translating automated brain tumour phenotyping to clinical neuroimaging
James K Ruffle, Samia Mohinta, Robert J Gray, Harpreet Hyare, Parashkev Nachev
arXiv_AI
arXiv_AI
Segmentation
Deep_Learning
PDF
2022-06-13
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana
Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-13
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Peng Guo, Zhiyun Xue, Sameer K Antani
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Action
Deep_Learning
PDF
2022-06-13
Low-complexity deep learning frameworks for acoustic scene classification
Lam Pham, Dat Ngo, Anahid Jalali, Alexander Schindler
arXiv_SD
arXiv_SD
Scene_Classification
Pose
Action
Classification
Deep_Learning
PDF
2022-06-13
Efficient Human-in-the-loop System for Guiding DNNs Attention
Yi He, Xi Yang, Chia-Ming Chang, Haoran Xie, Takeo Igarashi
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Deep_Learning
Attention
Image_Classification
PDF
2022-06-13
GoToNet: Fast Monocular Scene Exposure and Exploration
Tom Avrech, Evgenii Zheltonozhskii, Chaim Baskin, Ehud Rivlin
arXiv_CV
arXiv_CV
3D
Sparse
Pose
Face
Deep_Learning
Autonomous
Prediction
PDF
2022-06-13
ATDN vSLAM: An all-through Deep Learning-Based Solution for Visual Simultaneous Localization and Mapping
Mátyás Szántó, György R. Bogár, László Vajta
arXiv_CV
arXiv_CV
Embedding
Pose
SLAM
Deep_Learning
Autonomous
PDF
2022-06-12
SeATrans: Learning Segmentation-Assisted diagnosis model via Transforme
Junde Wu, Huihui Fang, Fangxin Shang, Dalu Yang, Zhaowei Wang, Jing Gao, Yehui Yang, Yanwu Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Knowledge
Pose
Action
Deep_Learning
Relation
PDF
2022-06-12
Narrowing the Gap: Improved Detector Training with Noisy Location Annotations
Shaoru Wang, Jin Gao, Bing Li, Weiming Hu
arXiv_CV
arXiv_CV
Review
Pose
Deep_Learning
Detection
Object_Detection
Prediction
PDF
2022-06-12
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
Sanghoon Myung, In Huh, Wonik Jang, Jae Myung Choe, Jisu Ryu, Dae Sin Kim, Kee-Eung Kim, Changwook Jeong
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Deep_Learning
PDF
2022-06-12
A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning
Zhen Guo, Zelin Wan, Qisheng Zhang, Xujiang Zhao, Feng Chen, Jin-Hee Cho, Qi Zhang, Lance M. Kaplan, Dong H. Jeong, Audun Jøsang
arXiv_AI
arXiv_AI
Survey
Deep_Learning
PDF
2022-06-11
A Review on Plastic Artificial Neural Networks: Exploring the Intersection between Neural Architecture Search and Continual Learning
Mohamed Shahawy, Elhadj Benkhelifa, David White
arXiv_AI
arXiv_AI
NAS
Review
Deep_Learning
PDF
2022-06-11
Deep Learning Models for Automated Classification of Dog Emotional States from Facial Expressions
Tali Boneh-Shitrit, Shir Amir, Annika Bremhorst, Daniel S. Mills, Stefanie Riemer, Dror Fried, Anna Zamansky
arXiv_CV
arXiv_CV
Recognition
Knowledge
Self-Supervised
Emotion
Classification
Deep_Learning
PDF
2022-06-11
Synthetic PET via Domain Translation of 3D MRI
Abhejit Rajagopal, Yutaka Natsuaki, Kristen Wangerin, Mahdjoub Hamdi, Hongyu An, John J. Sunderland, Richard Laforest, Paul E. Kinahan, Peder E.Z. Larson, Thomas A.Hope
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose
Deep_Learning
PDF
2022-06-11
Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology
Abhejit Rajagopal, Ekaterina Redekop, Anil Kemisetti, Rushi Kulkarni, Steven Raman, Kirti Magudia, Corey W. Arnold, Peder E. Z. Larson
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
Medical
PDF
2022-06-11
Can the Language of the Collation be Translated into the Language of the Stemma? Using Machine Translation for Witness Localization
Armin Hoenen
arXiv_CL
arXiv_CL
Survey
Deep_Learning
PDF
2022-06-11
Parameter Convex Neural Networks
Jingcheng Zhou, Wei Wei, Xing Li, Bowen Pang, Zhiming Zheng
arXiv_AI
arXiv_AI
Gradient_Descent
Optimization
Pose
Deep_Learning
Attention
CNN
Recommendation
PDF
2022-06-11
Surround-View Cameras based Holistic Visual Perception for Automated Driving
Varun Ravi Kumar
arXiv_CV
arXiv_CV
Optimization
Survey
Deep_Learning
GAN
CNN
PDF
2022-06-11
Defending Adversarial Examples by Negative Correlation Ensemble
Wenjian Luo, Hongwei Zhang, Linghao Kong, Zhijian Chen, Ke Tang
arXiv_AI
arXiv_AI
Adversarial
Pose
Deep_Learning
Relation
Attention
Prediction
PDF
2022-06-11
Deep Learning-Based MR Image Re-parameterization
Abhijeet Narang, Abhigyan Raj, Mihaela Pop, Mehran Ebrahimi
arXiv_CV
arXiv_CV
Pose
Deep_Learning
CNN
PDF
2022-06-11
CodeS: A Distribution Shift Benchmark Dataset for Source Code Learning
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon
arXiv_AI
arXiv_AI
Bert
Knowledge
Pose
Classification
Deep_Learning
Detection
Object_Detection
PDF
2022-06-11
Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation Supervision
Dingyi Rong, Jiancheng Yang, Bingbing Ni, Bilian Ke
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Face
Deep_Learning
PDF
2022-06-11
Learned reconstruction with convergence guarantees
Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Survey
Deep_Learning
Medical
PDF
2022-06-11
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi
arXiv_CV
arXiv_CV
Segmentation
Survey
Classification
Deep_Learning
PDF
2022-06-10
Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization
Faris B. Rustom, Haluk Öğmen, Arash Yazdanbakhsh
arXiv_AI
arXiv_AI
Recognition
Deep_Learning
Detection
Object_Detection
PDF
2022-06-10
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing
Melanie Rubino, Nicolas Guenon des Mesnards, Uday Shah, Nanjiang Jiang, Weiqi Sun, Konstantine Arkoudas
arXiv_CL
arXiv_CL
Zero-Shot
Deep_Learning
PDF
2022-06-10
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo
arXiv_AI
arXiv_AI
Review
Classification
Deep_Learning
Summarization
Language_Model
Prediction
PDF
2022-06-10
Learning the Space of Deep Models
Gianluca Berardi, Luca De Luigi, Samuele Salti, Luigi Di Stefano
arXiv_CV
arXiv_CV
Embedding
3D
Optimization
Represenation_Learning
Classification
Deep_Learning
Image_Classification
PDF
2022-06-10
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
Soumick Chatterjee, Hadya Yassin, Florian Dubost, Andreas Nürnberger, Oliver Speck
arXiv_CV
arXiv_CV
Segmentation
Classification
Deep_Learning
PDF
2022-06-10
Learning self-calibrated optic disc and cup segmentation from multi-rater annotations
Junde Wu, Huihui Fang, Fangxin Shang, Zhaowei Wang, Dalu Yang, Wenshuo Zhou, Yehui Yang, Yanwu Xu
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Deep_Learning
PDF
2022-06-10
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels
Anuja Vats, Ahmed Mohammed, Marius Pedersen
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-10
Subjective Quality Assessment for Images Generated by Computer Graphics
Tao Wang, Zicheng Zhang, Wei Sun, Xiongkuo Min, Wei Lu, Guangtao Zhai
arXiv_CV
arXiv_CV
Deep_Learning
Relation
QA
PDF
2022-06-10
Convolutional Layers Are Not Translation Equivariant
Nick McGreivy, Ammar Hakim
arXiv_CV
arXiv_CV
Pose
Deep_Learning
CNN
PDF
2022-06-10
Efficient Per-Shot Convex Hull Prediction By Recurrent Learning
Somdyuti Paul, Andrey Norkin, Alan C. Bovik
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
CNN
Prediction
PDF
2022-06-09
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging
Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias
arXiv_CV
arXiv_CV
RNN
Deep_Learning
Detection
GAN
Medical
PDF
2022-06-09
AGConv: Adaptive Graph Convolution on 3D Point Clouds
Mingqiang Wei, Zeyong Wei, Haoran Zhou, Fei Hu, Huajian Si, Zhilei Chen, Zhe Zhu, Jingbo Qiu, Xuefeng Yan, Yanwen Guo, Jun Wang, Jing Qin
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
3D
Pose
Action
Classification
Deep_Learning
Relation
Denoising
Attention
PDF
2022-06-09
Towards Layer-wise Image Vectorization
Xu Ma, Yuqian Zhou, Xingqian Xu, Bin Sun, Valerii Filev, Nikita Orlov, Yun Fu, Humphrey Shi
arXiv_CV
arXiv_CV
Pose
Deep_Learning
PDF
2022-06-09
On Neural Architecture Inductive Biases for Relational Tasks
Giancarlo Kerg, Sarthak Mittal, David Rolnick, Yoshua Bengio, Blake Richards, Guillaume Lajoie
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Relation
PDF
2022-06-09
DogTouch: CNN-based Recognition of Surface Textures by Quadruped Robot with High Density Tactile Sensors
Nipun Dhananjaya Weerakkodi Mudalige, Elena Nazarova, Ildar Babataev, Pavel Kopanev, Aleksey Fedoseev, Miguel Altamirano Cabrera, Dzmitry Tsetserukou
arXiv_RO
arXiv_RO
Recognition
Pose
Face
Deep_Learning
Face_Recognition
CNN
Prediction
PDF
2022-06-09
Efficient Human Pose Estimation via 3D Event Point Cloud
Jiaan Chen, Hao Shi, Yaozu Ye, Kailun Yang, Lei Sun, Kaiwei Wang
arXiv_CV
arXiv_CV
Transformer
Point_Cloud
3D
Pose_Estimation
Pose
Deep_Learning
Detection
PDF
2022-06-09
Multiple Instance Learning for Digital Pathology: A Review on the State-of-the-Art, Limitations & Future Potential
Michael Gadermayr, Maximilian Tschuchnig
arXiv_CV
arXiv_CV
Review
Deep_Learning
Medical
PDF
2022-06-09
Learning to generalize Dispatching rules on the Job Shop Scheduling
Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal, Martin Takac
arXiv_AI
arXiv_AI
Reinforcement_Learning
Adversarial
Deep_Learning
PDF
2022-06-09
Depression Recognition using Remote Photoplethysmography from Facial Videos
Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Deep_Learning
Detection
PDF
2022-06-09
Xplique: A Deep Learning Explainability Toolbox
Thomas Fel, Lucas Hervier, David Vigouroux, Antonin Poche, Justin Plakoo, Remi Cadene, Mathieu Chalvidal, Julien Colin, Thibaut Boissin, Louis Bethune, Agustin Picard, Claire Nicodeme, Laurent Gardes, Gregory Flandin, Thomas Serre
arXiv_AI
arXiv_AI
Face
Deep_Learning
PDF
2022-06-09
Uncovering bias in the PlantVillage dataset
Mehmet Alican Noyan
arXiv_CV
arXiv_CV
Deep_Learning
Detection
Prediction
PDF
2022-06-09
Deep Neural Network for Blind Visual Quality Assessment of 4K Content
Wei Lu, Wei Sun, Xiongkuo Min, Wenhan Zhu, Quan Zhou, Jun He, Qiyuan Wang, Zicheng Zhang, Tao Wang, Guangtao Zhai
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
CNN
Prediction
QA
PDF
2022-06-09
Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation
Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Contour
Medical
PDF
2022-06-09
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint
Xingbo Dong, Zhihui Miao, Lan Ma, Jiajun Shen, Zhe Jin, Zhenhua Guo, Andrew Beng Jin Teoh
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Optimization
Pose
Face
Deep_Learning
Face_Recognition
GAN
CNN
PDF
2022-06-09
A No-Reference Deep Learning Quality Assessment Method for Super-resolution Images Based on Frequency Maps
Zicheng Zhang, Wei Sun, Xiongkuo Min, Wenhan Zhu, Tao Wang, Wei Lu, Guangtao Zhai
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Deep_Learning
QA
PDF
2022-06-09
STEM image analysis based on deep learning: identification of vacancy defects and polymorphs of ${MoS_2}$
Kihyun Lee, Jinsub Park, Soyeon Choi, Yangjin Lee, Sol Lee, Joowon Jung, Jong-Young Lee, Farman Ullah, Zeeshan Tahir, Yong Soo Kim, Gwan-Hyoung Lee, Kwanpyo Kim
arXiv_CV
arXiv_CV
Deep_Learning
CNN
PDF
2022-06-09
DeepVerge: Classification of Roadside Verge Biodiversity and Conservation Potential
Andrew Perrett, Charlie Barnes, Mark Schofield, Lan Qie, Petra Bosilj, James M. Brown
arXiv_CV
arXiv_CV
Survey
Classification
Deep_Learning
PDF
2022-06-09
Cardiac Adipose Tissue Segmentation via Image-Level Annotations
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa Angelini, Christine Hendon
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Sparse
Knowledge
Pose
Deep_Learning
PDF
2022-06-08
CASS: Cross Architectural Self-Supervision for Medical Image Analysis
Pranav Singh, Elena Sizikova, Jacopo Cirrone
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Deep_Learning
Medical
CNN
PDF
2022-06-08
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret
Stephen McAleer, Gabriele Farina, Marc Lanctot, Tuomas Sandholm
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-08
ReCo: A Dataset for Residential Community Layout Planning
Xi Chen, Yun Xiong, Siqi Wang, Haofen Wang, Tao Sheng, Yao Zhang, Yu Ye
arXiv_AI
arXiv_AI
Recognition
Adversarial
Deep_Learning
Attention
GAN
PDF
2022-06-08
An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images
Shko M. Qader, Bryar A. Hassan, Tarik A. Rashid
arXiv_CV
arXiv_CV
Optimization
Pose
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-08
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans
Tony C. W. Mok, Albert C. S. Chung
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Deep_Learning
PDF
2022-06-08
Syntactic Inductive Biases for Deep Learning Methods
Yikang Shen
arXiv_AI
arXiv_AI
Transformer
Pose
Deep_Learning
Relation
PDF
2022-06-08
Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window
Qiuli Wang, Xin Tan, Chen Liu
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Attention
Medical
Prediction
PDF
2022-06-08
Through-the-Wall Radar under Electromagnetic Complex Wall: A Deep Learning Approach
Fardin Ghorbani, Hossein Soleimani
arXiv_SD
arXiv_SD
Deep_Learning
PDF
2022-06-08
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging
Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Pose
Deep_Learning
PDF
2022-06-08
Metric Based Few-Shot Graph Classification
Donato Crisostomi, Simone Antonelli, Valentino Maiorca, Luca Moschella, Riccardo Marin, Emanuele Rodolà
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Face
Classification
Deep_Learning
Few-Shot
PDF
2022-06-08
Robust Deep Ensemble Method for Real-world Image Denoising
Pengju Liu, Hongzhi Zhang, Jinghui Wang, Yuzhi Wang, Dongwei Ren, Wangmeng Zuo
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Deep_Learning
Denoising
Prediction
PDF
2022-06-08
One Hyper-Initializer for All Network Architectures in Medical Image Analysis
Fangxin Shang, Yehui Yang, Dalu Yang, Junde Wu, Xiaorong Wang, Yanwu Xu
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-07
Predictive Modeling of Charge Levels for Battery Electric Vehicles using CNN EfficientNet and IGTD Algorithm
Seongwoo Choi, Chongzhou Fang, David Haddad, Minsung Kim
arXiv_AI
arXiv_AI
Optimization
Deep_Learning
CNN
PDF
2022-06-07
A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images
Fubao Zhu, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Zhixin Jiang, Weihua Zhou
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Deep_Learning
Contour
PDF
2022-06-07
Learning Mobile Manipulation
David Watkins
arXiv_RO
arXiv_RO
Segmentation
Knowledge
Deep_Learning
PDF
2022-06-07
FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning
Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng
arXiv_AI
arXiv_AI
RNN
Pose
Deep_Learning
Relation
Medical
CNN
Prediction
PDF
2022-06-07
Exploring the combination of deep-learning based direct segmentation and deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy
Xiao Liang, Howard Morgan, Ti Bai, Michael Dohopolski, Dan Nguyen, Steve Jiang
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Action
Deep_Learning
Contour
PDF
2022-06-07
Towards a General Purpose CNN for Long Range Dependencies in $mathrm{N}$D
David W. Romero, David M. Knigge, Albert Gu, Erik J. Bekkers, Efstratios Gavves, Jakub M. Tomczak, Mark Hoogendoorn
arXiv_CV
arXiv_CV
Pose
Deep_Learning
CNN
PDF
2022-06-07
Tutel: Adaptive Mixture-of-Experts at Scale
Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
arXiv_CV
arXiv_CV
Transformer
Sparse
Pose
Face
Deep_Learning
Detection
Object_Detection
Inference
PDF
2022-06-07
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach
Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Classification
Deep_Learning
Attention
Activity
CNN
Image_Classification
PDF
2022-06-07
Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images
Yin Dai, Zi'an Xu, Fayu Liu, Siqi Li, Sheng Liu, Lifu Shi, Jun Fu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Deep_Learning
CNN
PDF
2022-06-07
Physics-Inspired Temporal Learning of Quadrotor Dynamics for Accurate Model Predictive Trajectory Tracking
Alessandro Saviolo, Guanrui Li, Giuseppe Loianno
arXiv_AI
arXiv_AI
Tracking
Sparse
Knowledge
Action
Deep_Learning
CNN
Prediction
PDF
2022-06-07
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence
Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé
arXiv_CV
arXiv_CV
3D
Pose
Classification
Deep_Learning
Detection
CNN
PDF
2022-06-07
From 'Where' to 'What': Towards Human-Understandable Explanations through Concept Relevance Propagation
Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin
arXiv_AI
arXiv_AI
Pose
Quantitative
Deep_Learning
Prediction
PDF
2022-06-07
TSFEDL: A Python Library for Time Series Spatio-Temporal Feature Extraction and Prediction using Deep Learning
Ignacio Aguilera-Martos, Ángel M. García-Vico, Julián Luengo, Sergio Damas, Francisco J. Melero, José Javier Valle-Alonso, Francisco Herrera
arXiv_AI
arXiv_AI
RNN
Action
Classification
Deep_Learning
Detection
CNN
Prediction
PDF
2022-06-07
Pushing the Limits of Learning-based Traversability Analysis for Autonomous Driving on CPU
Daniel Fusaro, Emilio Olivastri, Daniele Evangelista, Marco Imperoli, Emanuele Menegatti, Alberto Pretto
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Autonomous
PDF
2022-06-07
Deep Learning Techniques for Visual Counting
Luca Ciampi
arXiv_CV
arXiv_CV
Pose
Deep_Learning
PDF
2022-06-06
Learning Treatment Plan Representations for Content Based Image Retrieval
Charles Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Knowledge
Pose
Deep_Learning
Medical
PDF
2022-06-06
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data
Hang Yuan, Shing Chan, Andrew P. Creagh, Catherine Tong, David A. Clifton, Aiden Doherty
arXiv_AI
arXiv_AI
Recognition
Self-Supervised
Deep_Learning
Activity
PDF
2022-06-06
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving
Sambit Mohapatra, Thomas Mesquida, Mona Hodaei, Senthil Yogamani, Heinrich Gotzig, Patrick Mader
arXiv_CV
arXiv_CV
3D
Deep_Learning
Detection
Object_Detection
CNN
Autonomous
PDF
2022-06-06
Invertible Sharpening Network for MRI Reconstruction Enhancement
Siyuan Dong, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Pose
Deep_Learning
Inference
PDF
2022-06-06
EVC-Net: Multi-scale V-Net with Conditional Random Fields for Brain Extraction
Jong Sung Park, Shreyas Fadnavis, Eleftherios Garyfallidis
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
3D
Pose
Face
Action
Deep_Learning
CNN
PDF
2022-06-06
People Tracking in Panoramic Video for Guiding Robots
Alberto Bacchin, Filippo Berno, Emanuele Menegatti, Alberto Pretto
arXiv_CV
arXiv_CV
Tracking
Pose
Deep_Learning
Detection
PDF
2022-06-06
Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review
Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
arXiv_AI
arXiv_AI
Reinforcement_Learning
Review
Deep_Learning
Detection
PDF
2022-06-06
Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning
Thomas Hickling, Nabil Aouf, Phillippa Spencer
arXiv_AI
arXiv_AI
Reinforcement_Learning
RNN
Adversarial
Pose
Deep_Learning
Detection
Object_Detection
CNN
PDF
2022-06-06
Learning with Capsules: A Survey
Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Pose
Survey
Deep_Learning
Relation
Attention
Medical
CNN
Inference
PDF
2022-06-06
Real-World Image Super-Resolution by Exclusionary Dual-Learning
Hao Li, Jinghui Qin, Zhijing Yang, Pengxu Wei, Jinshan Pan, Liang Lin, Yukai Shi
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Optimization
Pose
Deep_Learning
Relation
Attention
PDF
2022-06-06
Transfer Learning based Search Space Design for Hyperparameter Tuning
Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Optimization
Knowledge
Deep_Learning
PDF
2022-06-06
Detecting Interlocutor Confusion in Situated Human-Avatar Dialogue: A Pilot Study
Na Li, John D. Kelleher, Robert Ross
arXiv_AI
arXiv_AI
Pose
Emotion
Deep_Learning
Relation
PDF
2022-06-06
Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial Continuity
Yunpeng Xiao, Youpeng Zhao, Ge Yang
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Quantitative
Deep_Learning
PDF
2022-06-06
Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices
Owais Ali, Hazrat Ali, Syed Ayaz Ali Shah, Aamir Shahzad
arXiv_AI
arXiv_AI
Segmentation
Pose
Deep_Learning
Medical
CNN
Inference
PDF
2022-06-06
WHU-Stereo: A Challenging Benchmark for Stereo Matching of High-Resolution Satellite Images
Shenhong Li, Sheng He, San Jiang, Wanshou Jiang, Lin Zhang
arXiv_AI
arXiv_AI
Point_Cloud
Deep_Learning
CNN
Matching
PDF
2022-06-06
Deep Learning-based FEA surrogate for sub-sea pressure vessel
Harsh Vardhan, Janos Sztipanovits
arXiv_AI
arXiv_AI
Optimization
Sparse
Face
Deep_Learning
Autonomous
Prediction
PDF
2022-06-05
AugLoss: A Learning Methodology for Real-World Dataset Corruption
Kyle Otstot, John Kevin Cava, Tyler Sypherd, Lalitha Sankar
arXiv_CV
arXiv_CV
Face
Deep_Learning
PDF
2022-06-05
Tagged-MRI2Audio with Attention Guided Heterogeneous Translator
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo
arXiv_CV
arXiv_CV
Adversarial
Speech
Deep_Learning
Relation
Attention
GAN
CNN
PDF
2022-06-05
Estimating Building Energy Efficiency From Street View Imagery, Aerial Imagery, and Land Surface Temperature Data
Kevin Mayer, Lukas Haas
arXiv_AI
arXiv_AI
Pose
Face
Deep_Learning
PDF
2022-06-05
Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning
Maria Stennett, Daniel I. Rubenstein, Tilo Burghardt
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Deep_Learning
Detection
Re-identification
PDF
2022-06-05
Two Decades of Bengali Handwritten Digit Recognition: A Survey
A.B.M. Ashikur Rahman, Md. Bakhtiar Hasan, Sabbir Ahmed, Tasnim Ahmed, Md. Hamjajul Ashmafee, Mohammad Ridwan Kabir, Md. Hasanul Kabir
arXiv_CV
arXiv_CV
Recognition
OCR
Optical_Character
Review
Survey
Deep_Learning
PDF
2022-06-05
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo, Adrian Łańcucki, Ricard Marxer, Paweł Rychlikowski, Jan Chorowski
arXiv_AI
arXiv_AI
Segmentation
Quantization
Recognition
Speech
Self-Supervised
Pose
Deep_Learning
Speech_Recognition
Prediction
PDF
2022-06-05
Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification
Raunak Joshi, Abhishek Gupta
arXiv_CL
arXiv_CL
Transformer
Embedding
Text_Classification
RNN
Classification
Deep_Learning
PDF
2022-06-05
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction
Qiao Feng, Yebin Liu, Yu-Kun Lai, Jingyu Yang, Kun Li
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose
Deep_Learning
Relation
CNN
PDF
2022-06-05
Computer Vision-based Characterization of Large-scale Jet Flames using a Synthetic Infrared Image Generation Approach
Carmina Pérez-Guerrero, Jorge Francisco Ciprián-Sánchez, Adriana Palacios, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Vahid Foroughi, Elsa Pastor, Gerardo Rodriguez-Hernandez
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
GAN
PDF
2022-06-05
Towards the Creation of a Nutrition and Food Group Based Image Database
Zeman Shao, Jiangpeng He, Ya-Yuan Yu, Luotao Lin, Alexandra Cowan, Heather Eicher-Miller, Fengqing Zhu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Deep_Learning
PDF
2022-06-04
All One Needs to Know about Priors for Deep Image Restoration and Enhancement: A Survey
Yunfan Lu, Yiqi Lin, Hao Wu, Yunhao Luo, Xu Zheng, Lin Wang
arXiv_AI
arXiv_AI
Enhancement
Restoration
Pose
Survey
Deep_Learning
PDF
2022-06-04
Zeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep Learning
Ioannis Tsaknakis, Bhavya Kailkhura, Sijia Liu, Donald Loveland, James Diffenderfer, Anna Maria Hiszpanski, Mingyi Hong
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
Deep_Learning
PDF
2022-06-04
Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation
D. Agiakatsikas, N. Foutris, A. Sari, V. Vlagkoulis, I. Souvatzoglou, M. Psarakis, M. Luján, M. Kastriotou, C. Cazzaniga
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-04
Quantifying and Using System Uncertainty in UAV Navigation
Fabio Arnez, Ansgar Radermacher, Huascar Espinoza
arXiv_RO
arXiv_RO
Deep_Learning
Autonomous
Prediction
PDF
2022-06-04
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition
Zihao Zhao, Yanhong Wang, Qiaosha Zou, Tie Xu, Fangbo Tao, Jiansong Zhang, Xiaoan Wang, C.-J. Richard Shi, Junwen Luo, Yuan Xie
arXiv_AI
arXiv_AI
Recognition
Gesture
Knowledge
Face
Action_Recognition
Action
Classification
Deep_Learning
Detection
Few-Shot
Inference
PDF
2022-06-04
Estimating the Effect of Team Hitting Strategies Using Counterfactual Virtual Simulation in Baseball
Hiroshi Nakahara, Kazuya Takeda, Keisuke Fujii
arXiv_AI
arXiv_AI
Pose
Quantitative
Deep_Learning
PDF
2022-06-04
Recurrent Image Registration using Mutual Attention based Network
Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Tonia Vincent, Bartlomiej W. Papiez
arXiv_CV
arXiv_CV
3D
Pose
Face
Deep_Learning
Attention
GAN
Medical
Inference
PDF
2022-06-04
Image Data collection and implementation of deep learning-based model in detecting Monkeypox disease using modified VGG16
Md Manjurul Ahsan, Muhammad Ramiz Uddin, Mithila Farjana, Ahmed Nazmus Sakib, Khondhaker Al Momin, Shahana Akter Luna
arXiv_CV
arXiv_CV
Pose
Face
Action
Deep_Learning
Detection
Prediction
PDF
2022-06-03
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification
Shuai Wang, Chengyang Li, Qi Hao, Chengzhong Xu, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor
arXiv_RO
arXiv_RO
Knowledge
Pose
Deep_Learning
Autonomous
PDF
2022-06-03
Real-Time Super-Resolution for Real-World Images on Mobile Devices
Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho
arXiv_CV
arXiv_CV
Super_Resolution
Deep_Learning
PDF
2022-06-03
Radar Guided Dynamic Visual Attention for Resource-Efficient RGB Object Detection
Hemant Kumawat, Saibal Mukhopadhyay
arXiv_AI
arXiv_AI
Point_Cloud
Pose
Deep_Learning
Detection
Object_Detection
Attention
Autonomous
PDF
2022-06-03
A Co-design view of Compute in-Memory with Non-Volatile Elements for Neural Networks
Wilfried Haensch, Anand Raghunathan, Kaushik Roy, Bhaswar Chakrabart, Charudatta M. Phatak, Cheng Wang, Supratik Guha
arXiv_CV
arXiv_CV
Review
Deep_Learning
PDF
2022-06-03
Understanding deep learning via decision boundary
Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Relation
PDF
2022-06-03
YOLOv5s-GTB: light-weighted and improved YOLOv5s for bridge crack detection
Xiao Ruiqiang
arXiv_CV
arXiv_CV
Transformer
Recognition
Pose
Deep_Learning
Detection
Attention
Inference
PDF
2022-06-03
Exploring Transformers for Behavioural Biometrics: A Case Study in Gait Recognition
Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
arXiv_CV
arXiv_CV
Transformer
Recognition
Gait_Recognition
RNN
Knowledge
Pose
Deep_Learning
Attention
CNN
PDF
2022-06-03
Learning Probabilistic Structural Representation for Biomedical Image Segmentation
Xiaoling Hu, Dimitris Samaras, Chao Chen
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
Inference
PDF
2022-06-03
Detecting Pulmonary Embolism from Computed Tomography Using Convolutional Neural Network
Chia-Hung Yang, Yun-Chien Cheng, Chin Kuo
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
CNN
PDF
2022-06-02
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
3D
Optimization
Pose
Action
Deep_Learning
Attention
Medical
PDF
2022-06-02
Deep Learning on Implicit Neural Datasets
Clinton J. Wang, Polina Golland
arXiv_CV
arXiv_CV
Segmentation
Classification
Deep_Learning
Inference
PDF
2022-06-02
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li, Junyu Chen, Yucheng Tang, Bennett A. Landman, S. Kevin Zhou
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Enhancement
Recognition
Review
Deep_Learning
Detection
GAN
Medical
CNN
PDF
2022-06-02
A temporal chrominance trigger for clean-label backdoor attack against anti-spoof rebroadcast detection
Wei Guo, Benedetta Tondi, Mauro Barni
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Detection
PDF
2022-06-02
A Dual-fusion Semantic Segmentation Framework With GAN For SAR Images
Donghui Li, Jia Liu, Fang Liu, Wenhua Zhang, Andi Zhang, Wenfei Gao, Jiao Shi
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Deep_Learning
Attention
GAN
PDF
2022-06-02
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning
Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
arXiv_CV
arXiv_CV
Pose
Action
Deep_Learning
Detection
PDF
2022-06-02
FV-UPatches: Enhancing Universality in Finger Vein Recognition
Ziyan Chen, Jiazhen Liu, Changwen Cao, Changlong Jin, Hakil Kim
arXiv_AI
arXiv_AI
Recognition
Pose
Action
Deep_Learning
Matching
PDF
2022-06-02
CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron
Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Classification
Deep_Learning
CNN
Image_Classification
PDF
2022-06-02
A Deep Learning Network for the Classification of Intracardiac Electrograms in Atrial Tachycardia
Zerui Chen, Sonia Xhyn Teo, Andrie Ochtman, Shier Nee Saw, Nicholas Cheng, Eric Tien Siang Lim, Murphy Lyu, Hwee Kuan Lee
arXiv_AI
arXiv_AI
3D
RNN
Pose
Action
Classification
Deep_Learning
CNN
PDF
2022-06-02
KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction
Han Li, Dan Zhao, Jianyang Zeng
arXiv_AI
arXiv_AI
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Pose
Deep_Learning
Attention
Prediction
PDF
2022-06-02
Conversation Group Detection With Spatio-Temporal Context
Stephanie Tan, David M.J. Tax, Hayley Hung
arXiv_CV
arXiv_CV
RNN
Pose
Action
Deep_Learning
Detection
Relation
PDF
2022-06-02
Adversarial RAW: Image-Scaling Attack Against Imaging Pipeline
Junjian Li, Honglong Chen
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
PDF
2022-06-02
Leveraging Systematic Knowledge of 2D Transformations
Jiachen Kang, Wenjing Jia, Xiangjian He
arXiv_CV
arXiv_CV
Knowledge
Classification
Deep_Learning
Image_Classification
PDF
2022-06-02
Dynamic MRI using Learned Transform-based Deep Tensor Low-Rank Network
Yinghao Zhang, Peng Li, Yue Hu
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Pose
Deep_Learning
CNN
PDF
2022-06-02
Hyperspherical Consistency Regularization
Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Relation
PDF
2022-06-02
A Survey of Detection Methods for Die Attachment and Wire Bonding Defects in Integrated Circuit Manufacturing
Lamia Alam, Nasser Kehtarnavaz
arXiv_CV
arXiv_CV
Review
Survey
Deep_Learning
Detection
PDF
2022-06-02
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie
arXiv_AI
arXiv_AI
Gradient_Descent
RNN
Knowledge
Deep_Learning
PDF
2022-06-01
Visual Navigation for Autonomous Vehicles: An Open-source Hands-on Robotics Course at MIT
Luca Carlone, Kasra Khosoussi, Vasileios Tzoumas, Golnaz Habibi, Markus Ryll, Rajat Talak, Jingnan Shi, Pasquale Antonante
arXiv_RO
arXiv_RO
Recognition
3D
Optimization
Deep_Learning
Drone
Autonomous
PDF
2022-06-01
A Multi-Policy Framework for Deep Learning-Based Fake News Detection
João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
arXiv_CL
arXiv_CL
Transformer
Bert
RNN
Pose
Deep_Learning
Detection
PDF
2022-06-01
The Phenomenon of Policy Churn
Tom Schaul, André Barreto, John Quan, Georg Ostrovski
arXiv_AI
arXiv_AI
Reinforcement_Learning
Action
Deep_Learning
PDF
2022-06-01
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage
Ezechukwu I. Nwokedi, Rasneer S. Bains, Luc Bidaut, Xujiong Ye, Sara Wells, James M. Brown
arXiv_CV
arXiv_CV
Unsupervised
Classification
Deep_Learning
Detection
Activity
Prediction
PDF
2022-06-01
Natural Language Sentence Generation from API Specifications
Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
arXiv_CL
arXiv_CL
Recognition
Pose
Action
Deep_Learning
QA
PDF
2022-06-01
Dog nose print matching with dual global descriptor based on Contrastive Learning
Bin Li, Zhongan Wang, Nan Wu, Shuai Shi, Qijun Ma
arXiv_CV
arXiv_CV
Image_Caption
Pose
Contrastive_Learning
Deep_Learning
Matching
PDF
2022-06-01
Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction
Luca Biggio, Tommaso Bendinelli, Chetan Kulkarni, Olga Fink
arXiv_AI
arXiv_AI
Transformer
Pose
Deep_Learning
Prediction
PDF
2022-06-01
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Christian Mata
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
Attention
PDF
2022-06-01
Deep Learning Opacity in Scientific Discovery
Eamon Duede
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-01
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamis, Michael Kopp, David Kreil
arXiv_CV
arXiv_CV
Segmentation
Classification
Deep_Learning
Detection
Image_Classification
PDF
2022-06-01
Realistic Deep Learning May Not Fit Benignly
Kaiyue Wen, Jiaye Teng, Jingzhao Zhang
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-01
CD$^2$: Fine-grained 3D Mesh Reconstruction with Twice Chamfer Distance
Rongfei Zeng, Mai Su, Xingwei Wang
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose
Face
Quantitative
Deep_Learning
PDF
2022-06-01
Algorithmic Foundation of Deep X-Risk Optimization
Tianbao Yang
arXiv_AI
arXiv_AI
Optimization
Survey
Deep_Learning
PDF
2022-06-01
OmniXAI: A Library for Explainable AI
Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C.H. Hoi
arXiv_AI
arXiv_AI
Face
Deep_Learning
PDF
2022-06-01
From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics*
Gabriel Spadon, Jose F. Rodrigues-Jr
arXiv_AI
arXiv_AI
Tracking
Pose
Action
Deep_Learning
PDF
2022-06-01
Neural Improvement Heuristics for Preference Ranking
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
arXiv_AI
arXiv_AI
Optimization
Pose
Deep_Learning
PDF
2022-06-01
HYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System
Bao-Sinh Nguyen, Quang-Bach Tran, Tuan-Anh Nguyen Dang, Duc Nguyen, Hung Le
arXiv_AI
arXiv_AI
Pose
Action
Deep_Learning
Detection
Object_Detection
PDF
2022-06-01
A Survey on Deep Learning for Skin Lesion Segmentation
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
arXiv_CV
arXiv_CV
Segmentation
Survey
Deep_Learning
PDF
2022-06-01
Towards view-invariant vehicle speed detection from driving simulator images
Antonio Hernández Martínez, David Fernandez Llorca, Iván García Daza
arXiv_AI
arXiv_AI
3D
Deep_Learning
Detection
PDF
2022-06-01
CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection
Royden Wagner, Karl Rohr
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Pose
Deep_Learning
Detection
Attention
CNN
PDF
2022-06-01
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks
Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
arXiv_CV
arXiv_CV
NAS
Optimization
Deep_Learning
Inference
Matching
PDF
2022-06-01
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing
Manuela Geiß, Raphael Wagner, Martin Baresch, Josef Steiner, Michael Zwick
arXiv_CV
arXiv_CV
Deep_Learning
Detection
Object_Detection
Attention
PDF
2022-06-01
Vision GNN: An Image is Worth Graph of Nodes
Kai Han, Yunhe Wang, Jianyuan Guo, Yehui Tang, Enhua Wu
arXiv_CV
arXiv_CV
Transformer
Recognition
Pose
Deep_Learning
Detection
Object_Detection
CNN
PDF
2022-06-01
Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images
Daniel Flores-Araiza, Francisco Lopez-Tiro, Elias Villalvazo-Avila, Jonathan El-Beze, Jacques Hubert, Gilberto Ochoa-Ruiz, Cristian Daul
arXiv_AI
arXiv_AI
Recognition
Action
Classification
Deep_Learning
Detection
PDF
2022-06-01
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation
Sanghun Jung, Jungsoo Lee, Nanhee Kim, Jaegul Choo
arXiv_CV
arXiv_CV
Unsupervised
Pose
Face
Deep_Learning
Prediction
PDF
2022-05-31
Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining
Tianyuan Yao, Yuzhe Lu, Jun Long, Aadarsh Jha, Zheyu Zhu, Zuhayr Asad, Haichun Yang, Agnes B. Fogo, Yuankai Huo
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Quantitative
Classification
Deep_Learning
Detection
PDF
2022-05-31
Deep learning pipeline for image classification on mobile phones
Muhammad Muneeb, Samuel F. Feng, Andreas Henschel
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-05-31
Comparing feature fusion strategies for Deep Learning-based kidney stone identification
Elias Villalvazo-Avila, Francisco Lopez-Tiro, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Jonathan El-Beze, Jacques Hubert, Christian Daul
arXiv_AI
arXiv_AI
Face
Action
Classification
Deep_Learning
PDF
2022-05-31
Classification of EEG Motor Imagery Using Deep Learning for Brain-Computer Interface Systems
Alessandro Gallo, Manh Duong Phung
arXiv_AI
arXiv_AI
Face
Classification
Deep_Learning
CNN
PDF
2022-05-31
Indirect Point Cloud Registration: Aligning Distance Fields using a Pseudo Third Point Ses
Yijun Yuan, Andreas Nuechter
arXiv_RO
arXiv_RO
Reconstruction
Point_Cloud
3D
Pose
Deep_Learning
Attention
PDF
2022-05-31
Knowledge Graph -- Deep Learning: A Case Study in Question Answering in Aviation Safety Domain
Ankush Agarwal, Raj Gite, Shreya Laddha, Pushpak Bhattacharyya, Satyanarayan Kar, Asif Ekbal, Prabhjit Thind, Rajesh Zele, Ravi Shankar
arXiv_AI
arXiv_AI
Bert
Knowledge
Knowledge_Graph
Pose
Face
Deep_Learning
QA
PDF
2022-05-31
Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues
Sandhya Singh, Prapti Roy, Nihar Sahoo, Niteesh Mallela, Himanshu Gupta, Pushpak Bhattacharyya, Milind Savagaonkar, Nidhi, Roshni Ramnani, Anutosh Maitra, Shubhashis Sengupta
arXiv_CL
arXiv_CL
Emotion
Deep_Learning
Detection
Sentiment
PDF
2022-05-31
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning
Xuan Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu
arXiv_AI
arXiv_AI
Segmentation
Pose
Deep_Learning
Detection
Attention
PDF
2022-05-31
Hide and Seek: on the Stealthiness of Attacks against Deep Learning Systems
Zeyan Liu, Fengjun Li, Jingqiang Lin, Zhu Li, Bo Luo
arXiv_AI
arXiv_AI
Adversarial
Pose
Deep_Learning
Relation
PDF
2022-05-31
Uzbek Sentiment Analysis based on local Restaurant Reviews
Sanatbek Matlatipov, Hulkar Rahimboeva, Jaloliddin Rajabov, Elmurod Kuriyozov
arXiv_AI
arXiv_AI
Optimization
RNN
Review
Action
Classification
Deep_Learning
Sentiment
CNN
PDF
2022-05-31
Inferring 3D change detection from bitemporal optical images
Valerio Marsocci, Virginia Coletta, Roberta Ravanelli, Simone Scardapane, Mattia Crespi
arXiv_CV
arXiv_CV
Transformer
3D
Pose
Deep_Learning
Detection
CNN
Inference
PDF
2022-05-31
VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting
Kashif Rasul, Young-Jin Park, Max Nihlén Ramström, Kyung-Min Kim
arXiv_AI
arXiv_AI
Zero-Shot
Deep_Learning
Prediction
PDF
2022-05-31
Self-Supervised Learning for Building Damage Assessment from Large-scale xBD Satellite Imagery Benchmark Datasets
Zaishuo Xia, Zelin Li, Yanbing Bai, Jinze Yu, Bruno Adriano
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Self-Supervised
Pose
Deep_Learning
PDF
2022-05-31
Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers
Sowmya S Sundaram, Sairam Gurajada, Marco Fisichella, Deepak P, Savitha Sam Abraham
arXiv_AI
arXiv_AI
Recognition
Face
Survey
Deep_Learning
PDF
2022-05-31
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification
Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-05-31
AI-based automated Meibomian gland segmentation, classification and reflection correction in infrared Meibography
Ripon Kumar Saha, A. M. Mahmud Chowdhury, Kyung-Sun Na, Gyu Deok Hwang, Youngsub Eom, Jaeyoung Kim, Hae-Gon Jeon, Ho Sik Hwang, Euiheon Chung
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Action
Quantitative
Classification
Deep_Learning
PDF
2022-05-31
DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation
Anish Khazane, Julien Hoachuck, Krzysztof J. Gorgolewski, Russell A. Poldrack
arXiv_CV
arXiv_CV
Segmentation
3D
Face
Quantitative
Deep_Learning
GAN
PDF
2022-05-31
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection
Hyeon Cho, Junyong Choi, Geonwoo Baek, Wonjun Hwang
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Regularization
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Attention
Matching
PDF
2022-05-31
Towards Lifelong Federated Learning in Autonomous Mobile Robots with Continuous Sim-to-Real Transfer
Xianjia Yu, Jorge Pena Queralta, Tomi Westerlund
arXiv_RO
arXiv_RO
Deep_Learning
Autonomous
PDF
2022-05-31
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking
Peng Dai, Yiqiang Feng, Renliang Weng, Changshui Zhang
arXiv_CV
arXiv_CV
Transformer
Tracking
Object_Tracking
Pose
Deep_Learning
Detection
Relation
Attention
PDF
2022-05-30
A Comparative Study on Energy Consumption Models for Drones
Carlos Muli, Sangyoung Park, Mingming Liu
arXiv_RO
arXiv_RO
RNN
Pose
Deep_Learning
Drone
Prediction
Matching
PDF
2022-05-30
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation
Birk Torpmann-Hagen, Vajira Thambawita, Kyrre Glette, Pål Halvorsen, Michael A. Riegler
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
Medical
Prediction
PDF
2022-05-30
Grid HTM: Hierarchical Temporal Memory for Anomaly Detection in Videos
Vladimir Monakhov, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler
arXiv_CV
arXiv_CV
Surveillance
Unsupervised
Adversarial
Face
Action
Deep_Learning
Detection
GAN
PDF
2022-05-30
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance?
Christoph Koller, Göran Kauermann, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Image_Classification
Prediction
PDF
2022-05-30
The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution
Ronghan Chen, Yang Cong
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Classification
Deep_Learning
PDF
2022-05-30
Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware
Simon F Muller-Cleve, Vittorio Fra, Lyes Khacef, Alejandro Pequeno-Zurro, Daniel Klepatsch, Evelina Forno, Diego G Ivanovich, Shavika Rastogi, Gianvito Urgese, Friedemann Zenke, Chiara Bartolozzi
arXiv_AI
arXiv_AI
Recognition
RNN
Pose
Classification
Deep_Learning
Inference
PDF
2022-05-30
CHALLENGER: Training with Attribution Maps
Christian Tomani, Daniel Cremers
arXiv_AI
arXiv_AI
Regularization
Classification
Deep_Learning
PDF
2022-05-30
A Transistor Operations Model for Deep Learning Energy Consumption Scaling
Chen Li, Antonios Tsourdos, Weisi Guo
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Relation
PDF
2022-05-30
Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model
Hanqi Wang, Xiaoguang Zhu, Tao Chen, Chengfang Li, Liang Song
arXiv_AI
arXiv_AI
Salient
Review
Pose
Emotion
Deep_Learning
PDF
2022-05-30
PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud
Luyang Li, Ligang He, Jinjin Gao, Xie Han
arXiv_CV
arXiv_CV
Point_Cloud
Pose
Deep_Learning
Relation
PDF
2022-05-30
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles
Siyuan Liang, Hao Wu
arXiv_CV
arXiv_CV
Pose
Action
Deep_Learning
Detection
Object_Detection
CNN
Autonomous
Prediction
PDF
2022-05-30
A Deep Learning Approach for Automatic Detection of Qualitative Features of Lecturing
Anna Wroblewska, Jozef Jasek, Bogdan Jastrzebski, Stanislaw Pawlak, Anna Grzywacz, Cheong Siew Ann, Tan Seng Chee, Tomasz Trzcinski, Janusz Holyst
arXiv_AI
arXiv_AI
Pose
Quantitative
Deep_Learning
Detection
PDF
2022-05-30
Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning
Julian Burghoff, Robin Chan, Hanno Gottschalk, Annika Muetze, Tobias Riedlinger, Matthias Rottmann, Marius Schubert
arXiv_CV
arXiv_CV
NAS
Survey
Deep_Learning
Medical
PDF
2022-05-30
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Deep_Learning
PDF
2022-05-30
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Huanqiang Zeng, Jinjian Wu, Jiantao Zhou
arXiv_CV
arXiv_CV
Embedding
Super_Resolution
Pose
Action
Deep_Learning
PDF
2022-05-30
Anti-virus Autobots: Predicting More Infectious Virus Variants for Pandemic Prevention through Deep Learning
Glenda Tan Hui En, Koay Tze Erhn, Shen Bingquan
arXiv_AI
arXiv_AI
Transformer
Pose
Deep_Learning
PDF
2022-05-29
Intelligent analysis of EEG signals to assess consumer decisions: A Study on Neuromarketing
Nikunj Phutela, Abhilash P, Kaushik Sreevathsan, B N Krupa
arXiv_AI
arXiv_AI
Pose
Action
Deep_Learning
PDF
2022-05-29
To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions
Ju-Chiang Wang, Yun-Ning Hung, Jordan B. L. Smith
arXiv_SD
arXiv_SD
Transformer
Pose
Deep_Learning
Detection
PDF
2022-05-29
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
arXiv_CV
arXiv_CV
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Attention
Prediction
PDF
2022-05-29
Towards an unsupervised large-scale 2D and 3D building mapping with LiDAR
Hunsoo Song, Jinha Jung
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Action
Quantitative
Deep_Learning
PDF
2022-05-28
BadDet: Backdoor Attacks on Object Detection
Shih-Han Chan, Yinpeng Dong, Jun Zhu, Xiaolu Zhang, Jun Zhou
arXiv_AI
arXiv_AI
Surveillance
Adversarial
Pose
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
Autonomous
Prediction
PDF
2022-05-28
3D-model ShapeNet Core Classification using Meta-Semantic Learning
Farid Ghareh Mohammadi, Cheng Chen, Farzan Shenavarmasouleh, M. Hadi Amini, Beshoy Morkos, Hamid R. Arabnia
arXiv_AI
arXiv_AI
Segmentation
Recognition
Point_Cloud
3D
Pose
Classification
Deep_Learning
Detection
Object_Detection
Autonomous
PDF
2022-05-28
An adaptive admittance controller for collaborative drilling with a robot based on subtask classification via deep learning
Pouya P. Niaz, Berk Guler, Alireza Madani, Yusuf Aydin, Cagatay Basdogan
arXiv_AI
arXiv_AI
Pose
Action
Classification
Deep_Learning
PDF
2022-05-28
Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition
Hassan Ali, Doreen Jirak, Stefan Wermter
arXiv_AI
arXiv_AI
Tracking
Recognition
Gesture
RNN
Speech
Pose
Face
Action
Deep_Learning
PDF
2022-05-28
Boosting Facial Expression Recognition by A Semi-Supervised Progressive Teacher
Jing Jiang, Weihong Deng
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Classification
Deep_Learning
PDF
2022-05-28
Survival Analysis on Structured Data using Deep Reinforcement Learning
Renith G, Harikrishna Warrier, Yogesh Gupta
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Deep_Learning
PDF
2022-05-28
Adaptive Activation Network For Low Resource Multilingual Speech Recognition
Jian Luo, Jianzong Wang, Ning Cheng, Zhenpeng Zheng, Jing Xiao
arXiv_SD
arXiv_SD
Recognition
Speech
Pose
Classification
Deep_Learning
Speech_Recognition
PDF
2022-05-28
Deep Learning with Label Noise: A Hierarchical Approach
Li Chen, Ningyuan Huang, Cong Mu, Hayden S. Helm, Kate Lytvynets, Weiwei Yang, Carey E. Priebe
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Deep_Learning
PDF
2022-05-27
On the Symmetries of Deep Learning Models and their Internal Representations
Charles Godfrey, Davis Brown, Tegan Emerson, Henry Kvinge
arXiv_AI
arXiv_AI
Deep_Learning
Prediction
PDF
2022-05-27
Experience report of physics-informed neural networks in fluid simulations: pitfalls and frustration
Pi-Yueh Chuang, Lorena A. Barba
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-05-27
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi
arXiv_CL
arXiv_CL
Deep_Learning
PDF
2022-05-27
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image
Lucy Nwosu, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Classification
Deep_Learning
Medical
Prediction
PDF
2022-05-27
Fine-tuning deep learning models for stereo matching using results from semi-global matching
Hessah Albanwan, Rongjun Qin
arXiv_CV
arXiv_CV
Semi_Global
Pose
Deep_Learning
Matching
PDF
2022-05-27
Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans
Jorma Järnstedt, Jaakko Sahlsten, Joel Jaskari, Kimmo Kaski, Helena Mehtonen, Ziyuan Lin, Ari Hietanen, Osku Sundqvist, Vesa Varjonen, Vesa Mattila, Sangsom Prapayasotok, Sakarat Nalampang
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
PDF
2022-05-27
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power
Binghui Li, Jikai Jin, Han Zhong, John E. Hopcroft, Liwei Wang
arXiv_AI
arXiv_AI
Adversarial
Pose
Classification
Deep_Learning
PDF
2022-05-27
Raising the Bar in Graph-level Anomaly Detection
Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph
arXiv_AI
arXiv_AI
Self-Supervised
Deep_Learning
Detection
PDF
2022-05-27
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements
Szymon Płotka, Adam Klasa, Aneta Lisowska, Joanna Seliga-Siwecka, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek
arXiv_AI
arXiv_AI
Action
Deep_Learning
Detection
Medical
CNN
PDF
2022-05-27
A Survey on Long-Tailed Visual Recognition
Lu Yang, He Jiang, Qing Song, Jun Guo
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Pose
Survey
Quantitative
Deep_Learning
PDF
2022-05-27
Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning
Mansi Gupta, Aman Swaraj, Karan Verma
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Action
Classification
Deep_Learning
Medical
PDF
2022-05-27
LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality
Haoxin Wang, BaekGyu Kim, Jiang Xie, Zhu Han
arXiv_CV
arXiv_CV
Optimization
Knowledge
Pose
Action
Deep_Learning
Detection
Object_Detection
PDF
2022-05-27
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection
Hao Chen, Wenyuan Li, Song Chen, Zhenwei Shi
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Quantitative
Deep_Learning
Detection
PDF
2022-05-27
V-Doc : Visual questions answers with Documents
Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han
arXiv_AI
arXiv_AI
Pose
Deep_Learning
VQA
QA
PDF
2022-05-26
Transformer for Partial Differential Equations' Operator Learning
Zijie Li, Kazem Meidani, Amir Barati Farimani
arXiv_AI
arXiv_AI
Transformer
Pose
Deep_Learning
Relation
Attention
CNN
PDF
2022-05-26
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication
Nyle Siddiqui, Rushit Dave, Naeem Seliya, Mounika Vanamala
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
CNN
PDF
2022-05-26
Spatio-temporally separable non-linear latent factor learning: an application to somatomotor cortex fMRI data
Eloy Geenjaar, Amrit Kashyap, Noah Lewis, Robyn Miller, Vince Calhoun
arXiv_CV
arXiv_CV
Deep_Learning
Relation
PDF
2022-05-26
Denial-of-Service Attack on Object Detection Model Using Universal Adversarial Perturbation
Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
Detection
Object_Detection
Autonomous
Prediction
PDF
2022-05-26
Circumventing Backdoor Defenses That Are Based on Latent Separability
Xiangyu Qi, Tinghao Xie, Saeed Mahloujifar, Prateek Mittal
arXiv_CV
arXiv_CV
Deep_Learning
PDF
2022-05-26
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Deep_Learning
Detection
Attention
PDF
2022-05-26
Characterising Research Areas in the field of AI
Alessandra Belfiore, Angelo Salatino, Francesco Osborne
arXiv_AI
arXiv_AI
Deep_Learning
GAN
PDF
2022-05-26
Leveraging Causal Inference for Explainable Automatic Program Repair
Jianzong Wang, Shijing Si, Zhitao Zhu, Xiaoyang Qu, Zhenhou Hong, Jing Xiao
arXiv_AI
arXiv_AI
Deep_Learning
Relation
Inference
PDF
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
Elia Moscoso Thompson, Andrea Ranieri, Silvia Biasotti, Miguel Chicchon, Ivan Sipiran, Minh-Khoi Pham, Thang-Long Nguyen-Ho, Hai-Dang Nguyen, Minh-Triet Tran
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Face
Quantitative
Deep_Learning
Detection
PDF
2022-05-26
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images
Simon Langer (1), Oliver Taubmann (2), Felix Denzinger (1 and 2), Andreas Maier (1), Alexander Mühlberg (2) ((1) Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany, (2) Siemens Healthcare GmbH, Forchheim, Germany)
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Adversarial
Pose
Classification
Deep_Learning
Medical
PDF
2022-05-26
Objects Matter: Learning Object Relation Graph for Robust Camera Relocalization
Chengyu Qiao, Zhiyu Xiang, Xinglu Wang
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Relation
Attention
PDF
2022-05-26
FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices
Marrone Silvério Melo Dantas, Iago Richard Rodrigues, Assis Tiago Oliveira Filho, Gibson Barbosa, Daniel Bezerra, Djamel F. H. Sadok, Judith Kelner, Maria Marquezini, Ricardo Silva
arXiv_AI
arXiv_AI
Quantization
Pose_Estimation
Pose
Deep_Learning
Inference
PDF
2022-05-26
Denial-of-Service Attacks on Learned Image Compression
Kang Liu, Di Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg
arXiv_AI
arXiv_AI
Reconstruction
Adversarial
Pose
Deep_Learning
Attention
Image_Compression
PDF
2022-05-26
AI for Porosity and Permeability Prediction from Geologic Core X-Ray Micro-Tomography
Zangir Iklassov, Dmitrii Medvedev, Otabek Nazarov
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Deep_Learning
Prediction
PDF
2022-05-26
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional Networks
Divyam Goel, Raksha Sharma
arXiv_CL
arXiv_CL
Embedding
Bert
RNN
Pose
Deep_Learning
Detection
CNN
PDF
2022-05-26
To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects
Bijie Bai, Yi Luo, Tianyi Gan, Jingtian Hu, Yuhang Li, Yifan Zhao, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan
arXiv_CV
arXiv_CV
3D
Face
Deep_Learning
PDF
2022-05-26
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission
Jun Wang, Sixian Wang, Jincheng Dai, Zhongwei Si, Dekun Zhou, Kai Niu
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
PDF
2022-05-26
Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI
Lavanya Umapathy, Zhiyang Fu, Rohit Philip, Diego Martin, Maria Altbach, Ali Bilgin
arXiv_AI
arXiv_AI
Segmentation
Self-Supervised
Deep_Learning
PDF
2022-05-26
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
Seongmin Park, Jihwa Lee
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Deep_Learning
Summarization
PDF
2022-05-26
VizInspect Pro -- Automated Optical Inspection solution
Faraz Waseem, Sanjit Menon, Haotian Xu, Debashis Mondal
arXiv_AI
arXiv_AI
Pose
Face
Deep_Learning
Inference
PDF
2022-05-25
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
Anh-Duy Pham, Anastassia Kuestenmacher, Paul G. Ploeger
arXiv_AI
arXiv_AI
RNN
Deep_Learning
Attention
PDF
2022-05-25
DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography
Xiwen Chen, Hao Wang, Abofazl Razi, Michael Kozicki, Christopher Mann
arXiv_CV
arXiv_CV
Reconstruction
3D
Adversarial
Pose
Deep_Learning
GAN
PDF
2022-05-25
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer
Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li
arXiv_CV
arXiv_CV
Transformer
Classification
Deep_Learning
Detection
CNN
Image_Classification
PDF
2022-05-25
Towards Green AI with tensor networks -- Sustainability and innovation enabled by efficient algorithms
Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-05-25
Impartial Games: A Challenge for Reinforcement Learning
Bei Zhou, Søren Riis
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Action
Deep_Learning
PDF
2022-05-25
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Xiangyang Ji, Antoni B. Chan
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Relation
PDF
2022-05-25
Semantic-preserved Communication System for Highly Efficient Speech Transmission
Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, Zhaoyang Zhang
arXiv_SD
arXiv_SD
Reconstruction
Recognition
Speech
Pose
Deep_Learning
Speech_Recognition
PDF
2022-05-25
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification
Jędrzej Kozal, Michał Leś, Paweł Zyblewski, Paweł Ksieniewicz, Michał Woźniak
arXiv_CL
arXiv_CL
Transformer
Bert
Knowledge
Pose
Classification
Deep_Learning
Detection
PDF
2022-05-25
Exploring industrial safety knowledge via Zipf law
Zhenhua Wang, Ming Ren, Dong Gao, Zhuang Li
arXiv_CL
arXiv_CL
Knowledge
Review
Pose
Deep_Learning
Text_Generation
PDF
2022-05-25
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives
Xinke Li, Henghui Ding, Zekun Tong, Yuwei Wu, Yeow Meng Chee
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Unsupervised
3D
Pose
Classification
Deep_Learning
PDF
2022-05-25
sat2pc: Estimating Point Cloud of Building Roofs from 2D Satellite Images
Yoones Rezaei, Stephen Lee
arXiv_AI
arXiv_AI
Point_Cloud
3D
Pose
Deep_Learning
PDF
2022-05-25
A CNN with Noise Inclined Module and Denoise Framework for Hyperspectral Image Classification
Zhiqiang Gong, Ping Zhong, Jiahao Qi, Panhe Hu
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Image_Classification
PDF
2022-05-25
Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging
Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W.H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae Hyun Hwang, David Chen
arXiv_CV
arXiv_CV
Segmentation
Salient
Knowledge
Self-Supervised
Contrastive_Learning
Action
Deep_Learning
GAN
Medical
PDF
2022-05-25
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
Hazim Hanif, Sergio Maffeis
arXiv_AI
arXiv_AI
Bert
Knowledge
Deep_Learning
Detection
PDF
2022-05-24
Convolutional Neural Processes for Inpainting Satellite Images
Alexander Pondaven, Märt Bakler, Donghu Guo, Hamzah Hashim, Martin Ignatov, Harrison Zhu
arXiv_CV
arXiv_CV
Inpainting
Pose
Deep_Learning
CNN
PDF
2022-05-24
Certified Robustness Against Natural Language Attacks by Causal Intervention
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
arXiv_CL
arXiv_CL
Adversarial
Pose
Deep_Learning
Prediction
PDF
2022-05-24
Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory
Jiaqian Ren, Lei Jiang, Hao Peng, Zhiwei Liu, Jia Wu, Philip S. Yu
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
PDF
2022-05-24
Naive Few-Shot Learning: Sequence Consistency Evaluation
Tomer Barak, Yonatan Loewenstein
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Relation
Few-Shot
PDF
2022-05-24
A Wireless-Vision Dataset for Privacy Preserving Human Activity Recognition
Yanling Hao, Zhiyuan Shi, Yuanwei Liu
arXiv_CV
arXiv_CV
Segmentation
Recognition
Pose
Action
Deep_Learning
Attention
Activity
PDF
2022-05-24
SHARP: Shape-Aware Reconstruction of People in Loose Clothing
Sai Sagar Jinka, Astitva Srivastava, Chandradeep Pokhariya, Avinash Sharma, P.J. Narayanan
arXiv_CV
arXiv_CV
Reconstruction
3D
Sparse
Pose
Quantitative
Deep_Learning
PDF
2022-05-24
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision
Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
arXiv_AI
arXiv_AI
Pose
Survey
Deep_Learning
Inference
PDF
2022-05-24
TraCon: A novel dataset for real-time traffic cones detection using deep learning
Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Object_Detection
PDF
2022-05-24
AFNet-M: Adaptive Fusion Network with Masks for 2D+3D Facial Expression Recognition
Mingzhe Sui, Hanting Li, Zhaoqing Zhu, Feng Zhao
arXiv_AI
arXiv_AI
Recognition
3D
Salient
Knowledge
Pose
Face
Deep_Learning
Attention
CNN
PDF
2022-05-24
Deep Learning-based automated classification of Chinese Speech Sound Disorders
Yao-Ming Kuo, Shanq-Jang Ruan, Yu-Chin Chen, Ya-Wen Tu
arXiv_AI
arXiv_AI
Speech
Classification
Deep_Learning
Image_Classification
PDF
2022-05-24
BabyBear: Cheap inference triage for expensive language models
Leila Khalili, Yao You, John Bohannon
arXiv_CL
arXiv_CL
Transformer
Recognition
Classification
Deep_Learning
Inference
Language_Model
Prediction
PDF
2022-05-24
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code
Changan Niu, Chuanyi Li, Bin Luo, Vincent Ng
arXiv_AI
arXiv_AI
Survey
Deep_Learning
PDF
2022-05-24
A Survey on Neural Open Information Extraction: Current Status and Future Directions
Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun
arXiv_CL
arXiv_CL
Knowledge
Review
Pose
Survey
Action
Deep_Learning
Relation
PDF
2022-05-24
Semi-Parametric Deep Neural Networks in Linear Time and Memory
Richa Rastogi, Yuntian Deng, Ian Lee, Mert R. Sabuncu, Volodymyr Kuleshov
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Attention
Inference
PDF
2022-05-24
Learning multi-scale functional representations of proteins from single-cell microscopy data
Anastasia Razdaibiedina, Alexander Brechalov
arXiv_CV
arXiv_CV
Represenation_Learning
Pose
Classification
Deep_Learning
CNN
PDF
2022-05-23
Towards Model Generalization for Monocular 3D Object Detection
Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Quantitative
Deep_Learning
Detection
Object_Detection
Autonomous
Inference
Prediction
PDF
2022-05-23
Forecasting of Non-Stationary Sales Time Series Using Deep Learning
Bohdan M. Pavlyshenko
arXiv_AI
arXiv_AI
Deep_Learning
Prediction
PDF
2022-05-23
SiPRNet: End-to-End Learning for Single-Shot Phase Retrieval
Qiuliang Ye, Li-Wen Wang, Daniel P.K. Lun
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Pose
Deep_Learning
Attention
CNN
PDF
2022-05-23
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models
Sabeesh Ethiraj, Bharath Kumar Bolla
arXiv_AI
arXiv_AI
Recognition
Speech
Deep_Learning
Speech_Recognition
PDF
2022-05-23
Feature-Distribution Perturbation and Calibration for Generalized Person ReID
Qilei Li, Jiabo Huang, Jian Hu, Shaogang Gong
arXiv_CV
arXiv_CV
Person_Re-identification
Recognition
Regularization
Pose
Deep_Learning
Re-identification
PDF
2022-05-23
Deep Image Retrieval is not Robust to Label Noise
Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
arXiv_CV
arXiv_CV
Image_Retrieval
Classification
Deep_Learning
Image_Classification
PDF
2022-05-23
NPU-BOLT: A Dataset for Bolt Object Detection in Natural Scene Images
Yadian Zhao, Zhenglin Yang, Chao Xu
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Object_Detection
Attention
PDF
2022-05-23
FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation
Tobias Bernecker, Annette Peters, Christopher L. Schlett, Fabian Bamberg, Fabian Theis, Daniel Rueckert, Jakob Weiß, Shadi Albarqouni
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
PDF
2022-05-23
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net
Soham S.Sarpotdar
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
GAN
Image_Compression
Medical
CNN
PDF
2022-05-23
Artificial intelligence for topic modelling in Hindu philosophy: mapping themes between the Upanishads and the Bhagavad Gita
Rohitash Chandra, Mukul Ranjan
arXiv_CL
arXiv_CL
Embedding
Bert
Deep_Learning
Language_Model
PDF
2022-05-23
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection
Peilin Zhou, Dading Chong, Helin Wang, Qingcheng Zeng
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Deep_Learning
Detection
Speech_Recognition
PDF
2022-05-23
Computational Storytelling and Emotions: A Survey
Yusuke Mori, Hiroaki Yamane, Yusuke Mukuta, Tatsuya Harada
arXiv_CL
arXiv_CL
Emotion
Survey
Deep_Learning
Relation
PDF
2022-05-22
CIRCLE: Continual Repair across Programming Languages
Wei Yuan, Quanjun Zhang, Tieke He, Chunrong Fang, Nguyen Quoc Viet Hung, Xiaodong Hao, Hongzhi Yin
arXiv_CL
arXiv_CL
Regularization
Pose
NMT
Deep_Learning
PDF
2022-05-22
Evaluating deep tracking models for player tracking in broadcast ice hockey video
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
arXiv_CV
arXiv_CV
Tracking
Knowledge
Deep_Learning
Detection
Re-identification
PDF
2022-05-22
Deep Learning for Visual Speech Analysis: A Survey
Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
arXiv_CV
arXiv_CV
Recognition
Review
Speech
Pose
Survey
Deep_Learning
Attention
Speech_Recognition
Medical
PDF
2022-05-22
Residual Channel Attention Network for Brain Glioma Segmentation
Yiming Yao, Peisheng Qian, Ziyuan Zhao, Zeng Zeng
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Attention
PDF
2022-05-22
Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications
Fanglei Sun, Yang Li, Ying Wen, Jingchen Hu, Jun Wang, Yang Yang, Kai Li
arXiv_AI
arXiv_AI
Enhancement
Pose
Action
Deep_Learning
Denoising
Attention
PDF
2022-05-22
Preparing data for pathological artificial intelligence with clinical-grade performance
Yuanqing Yang (1), Kai Sun (1), Yanhua Gao (2), Kuangsong Wang (3 and 4), Gang Yu (1) ((1) Department of Biomedical Engineering, School of Basic Medical Sciences, Central South University, Changsha, China,(2) Department of Ultrasound, Shaanxi Provincial People's Hospital, Xi'an, China,(3) Department of Pathology, School of Basic Medical Sciences, Central South University, Changsha, China,(4) Department of Pathology, Xiangya Hospital, Central South University, Changsha, China)
arXiv_AI
arXiv_AI
Weakly_Supervised
Review
Pose
Deep_Learning
PDF
2022-05-22
Classification of Quasars, Galaxies, and Stars in the Mapping of the Universe Multi-modal Deep Learning
Sabeesh Ethiraj, Bharath Kumar Bolla
arXiv_AI
arXiv_AI
Transfer_Learning
Survey
Action
Classification
Deep_Learning
Prediction
PDF
2022-05-22
Do Deep Learning Models and News Headlines Outperform Conventional Prediction Techniques on Forex Data?
Sucharita Atha, Bharath Kumar Bolla
arXiv_AI
arXiv_AI
Embedding
Bert
RNN
Deep_Learning
Sentiment
Language_Model
Prediction
PDF
2022-05-22
TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks
Ruofan Hu, Dongyu Zhang, Dandan Tao, Thomas Hartvigsen, Hao Feng, Elke Rundensteiner
arXiv_AI
arXiv_AI
Face
Classification
Deep_Learning
Detection
PDF
2022-05-21
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection
Vidit Gautam
arXiv_CV
arXiv_CV
Adversarial
Deep_Learning
Detection
GAN
Medical
PDF
2022-05-21
Equivariant Mesh Attention Networks
Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Attention
PDF
2022-05-21
Self-Supervised Speech Representation Learning: A Review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
arXiv_CL
arXiv_CL
Embedding
Recognition
Represenation_Learning
Review
Speech
Self-Supervised
Deep_Learning
Speech_Recognition
PDF
2022-05-21
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
arXiv_AI
arXiv_AI
Surveillance
Recognition
Reinforcement_Learning
Pose
Deep_Learning
Inference
PDF
2022-05-21
Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector
Andong Wang, Wei-Ning Lee
arXiv_CV
arXiv_CV
Pose
Action
Quantitative
Deep_Learning
Prediction
PDF
2022-05-21
Gradient Concealment: Free Lunch for Defending Adversarial Attacks
Sen Pei, Jiaxi Sun, Xiaopeng Zhang, Gaofeng Meng
arXiv_CV
arXiv_CV
Adversarial
Pose
Face
Classification
Deep_Learning
Inference
PDF
2022-05-21
Facing the Void: Overcoming Missing Data in Multi-View Imagery
Gabriel Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Image_Classification
PDF
2022-05-21
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring
Marc Schmitt
arXiv_AI
arXiv_AI
Classification
Deep_Learning
PDF
2022-05-21
Masterful: A Training Platform for Computer Vision Models
Samuel Wookey, Yaoshiang Ho, Tom Rikert, Juan David Gil Lopez, Juan Manuel Muñoz Beancur, Santiago Cortes, Ray Tawil, Aaron Sabin, Jack Lynch, Travis Harper, Nikhil Gajendrakumar
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Deep_Learning
PDF
2022-05-21
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives
Hao Ai, Zidong Cao, Jinjing Zhu, Haotian Bai, Yucheng Chen, Ling Wang
arXiv_CV
arXiv_CV
Review
Survey
Deep_Learning
Attention
Summarization
Autonomous
PDF
2022-05-20
Current Trends and Approaches in Synonyms Extraction: Potential Adaptation to Arabic
Eman Naser-Karajah, Nabil Arman, Mustafa Jarrar
arXiv_AI
arXiv_AI
Embedding
Bert
Survey
Action
Deep_Learning
Attention
PDF
2022-05-20
Towards Understanding Grokking: An Effective Theory of Representation Learning
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams
arXiv_AI
arXiv_AI
Represenation_Learning
Deep_Learning
PDF
2022-05-20
Nothing makes sense in deep learning, except in the light of evolution
Artem Kaznatcheev, Konrad Paul Kording
arXiv_AI
arXiv_AI
Optimization
Pose
Deep_Learning
PDF
2022-05-20
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Self-Supervised
Face
Classification
Deep_Learning
PDF
2022-05-20
Self-supervised deep learning MRI reconstruction with Noisier2Noise
Charles Millard, Mark Chiew
arXiv_AI
arXiv_AI
Reconstruction
Self-Supervised
Pose
Deep_Learning
Denoising
Attention
PDF
2022-05-20
Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Contex
Hugo Bohy, Ahmad Hammoudeh, Antoine Maiorca, Stéphane Dupont, Thierry Dutoit
arXiv_CV
arXiv_CV
Gesture
Pose
Emotion
Action
Deep_Learning
Relation
PDF
2022-05-20
A Demographic Attribute Guided Approach to Age Estimation
Zhicheng Cao, Kaituo Zhang, Liaojun Pang, Heng Zhao
arXiv_CV
arXiv_CV
Surveillance
Pose
Face
Action
Deep_Learning
Attention
CNN
PDF
2022-05-20
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization
Javier Del Ser, Alejandro Barredo-Arrieta, Natalia Díaz-Rodríguez, Francisco Herrera, Andreas Holzinger
arXiv_AI
arXiv_AI
Optimization
Adversarial
Classification
Deep_Learning
Detection
PDF
2022-05-20
Towards the Generation of Synthetic Images of Palm Vein Patterns: A Review
Edwin H. Salazar-Jurado, Ruber Hernández-García, Karina Vilches-Ponce, Ricardo J. Barrientos, Marco Mora, Gaurav Jaswal
arXiv_CV
arXiv_CV
Style_Transfer
Recognition
Knowledge
Review
Pose
Deep_Learning
PDF
2022-05-20
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing
Samuel Sousa, Roman Kern
arXiv_CL
arXiv_CL
Embedding
Review
Pose
Deep_Learning
GAN
PDF
2022-05-20
People Tracking and Re-Identifying in Distributed Contexts: Extension of PoseTReID
Ratha Siv, Matei Mancas, Bernard Gosselin, Dona Valy, Sokchenda Sreng
arXiv_CV
arXiv_CV
Tracking
Pose
Face
Action
Classification
Deep_Learning
Detection
Object_Detection
Re-identification
PDF
2022-05-20
ExMo: Explainable AI Model using Inverse Frequency Decision Rules
Pradip Mainali, Ismini Psychoula, Fabien A. P. Petitcolas
arXiv_AI
arXiv_AI
Deep_Learning
Detection
Prediction
PDF
2022-05-20
Deep Learning-based Inertial Odometry for Pedestrian Tracking using Attention Mechanism and Res2Net Module
Boxuan Chen, Ruifeng Zhang, Shaochu Wang, Liqiang Zhang, Yu Liu
arXiv_RO
arXiv_RO
Tracking
Pose
Deep_Learning
Attention
CNN
PDF
2022-05-20
Mask-guided Vision Transformer for Few-Shot Learning
Yuzhong Chen, Zhenxiang Xiao, Lin Zhao, Lu Zhang, Haixing Dai, David Weizhong Liu, Zihao Wu, Changhe Li, Tuo Zhang, Changying Li, Dajiang Zhu, Tianming Liu, Xi Jiang
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Classification
Deep_Learning
Detection
Few-Shot
Attention
PDF
2022-05-20
Explainable Supervised Domain Adaptation
Vidhya Kamakshi, Narayanan C Krishnan
arXiv_AI
arXiv_AI
Knowledge
Pose
Deep_Learning
Prediction
PDF
2022-05-20
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering
Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah Erfani
arXiv_CL
arXiv_CL
Adversarial
Pose
Contrastive_Learning
Deep_Learning
Relation
PDF
2022-05-19
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition
Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh
arXiv_CV
arXiv_CV
Recognition
Deep_Learning
Medical
PDF
2022-05-19
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images
I. Atas
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Prediction
PDF
2022-05-19
Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks
Marija Habijan, Irena Galic
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Deep_Learning