Title
Double Similarity Distillation for Semantic Image SegmentationIEEE Transactions on Image Processing (TIP), 2021 Yingchao Feng Xian Sun Wenhui Diao Jihao Li Xin Gao 126 70 0 19 Jul 2021
Effective GPU Sharing Under Compiler Guidance Chao Chen C. Porter S. Pande 49 0 0 18 Jul 2021
Feature Mining: A Novel Training Strategy for Convolutional Neural Network Tianshu Xie Xuan Cheng Xiaomin Wang Minghui Liu Jiali Deng Ming Liu 159 5 0 18 Jul 2021
Visual Representation Learning Does Not Generalize Strongly Within the Same DomainInternational Conference on Learning Representations (ICLR), 2021 Lukas Schott Julius von Kügelgen Frederik Trauble Peter V. Gehler Chris Russell Matthias Bethge Bernhard Schölkopf Francesco Locatello Wieland Brendel OOD DRL 371 77 0 17 Jul 2021
Representation Consolidation for Training Expert Students Zhizhong Li Avinash Ravichandran Charless C. Fowlkes M. Polito Rahul Bhotika Stefano Soatto 131 6 0 16 Jul 2021
All the attention you need: Global-local, spatial-channel attention for image retrievalIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Chull Hwan Song Hye Joo Han Yannis Avrithis 239 60 0 16 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 218 18 0 16 Jul 2021
A Survey on Bias in Visual DatasetsComputer Vision and Image Understanding (CVIU), 2021 Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 339 152 0 16 Jul 2021
NeXtQSM -- A complete deep learning pipeline for data-consistent quantitative susceptibility mapping trained with hybrid data Francesco Cognolato Kieran O’Brien Jin Jin S. Robinson F. Laun M. Barth S. Bollmann 135 9 0 16 Jul 2021
Rectifying the Shortcut Learning of Background for Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2021 Xu Luo Longhui Wei Liangjiang Wen Jinrong Yang Lingxi Xie Zenglin Xu Qi Tian 355 100 0 16 Jul 2021
Training Compact CNNs for Image Classification using Dynamic-coded Filter FusionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Mingbao Lin Bohong Chen Jiayi Ji Rongrong Ji VLM 184 29 0 14 Jul 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs Nasir Hayat Hazem Lashen Farah E. Shamout 231 25 0 14 Jul 2021
A Convolutional Neural Network Approach to the Classification of Engineering Models Bharadwaj Manda Pranjal Bhaskare Ramanathan Muthuganapathy 99 26 0 14 Jul 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Joey Tianyi Zhou Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 448 463 0 13 Jul 2021
HDMapNet: An Online HD Map Construction and Evaluation Framework Qi Li Yue Wang Yilun Wang Hang Zhao 184 335 0 13 Jul 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 522 1,845 0 13 Jul 2021
What classifiers know what they don't? Mohamed Ishmael Belghazi David Lopez-Paz 221 7 0 13 Jul 2021
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks Bharadwaj Manda Shubham Dhayarkar Sai Mitheran V. Viekash Ramanathan Muthuganapathy 3DPC 3DV 202 26 0 13 Jul 2021
HAT: Hierarchical Aggregation Transformers for Person Re-identification Guowen Zhang Silong Yong Jinqing Qi Huchuan Lu ViT 243 143 0 13 Jul 2021
Adversarial Motorial Prototype Framework for Open Set Recognition Ziheng Xia Penghui Wang Ganggang Dong Hongwei Liu 102 9 0 13 Jul 2021
LANA: Latency Aware Network Acceleration Pavlo Molchanov Jimmy Hall Hongxu Yin Jan Kautz Nicolò Fusi Arash Vahdat 281 11 0 12 Jul 2021
Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms Chenglin Yang Siyuan Qiao Adam Kortylewski Alan Yuille 224 4 0 12 Jul 2021
Few-shot Learning with Global Relatedness Decoupled-Distillation Yuanen Zhou Yanrong Guo Shijie Hao Richang Hong Zhen junzha Meng Wang 267 1 0 12 Jul 2021
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Cian Eastwood I. Mason Christopher K. I. Williams Bernhard Schölkopf TTA 185 58 0 12 Jul 2021
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB Stefan Ainetter Friedrich Fraundorfer 256 149 0 12 Jul 2021
BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading Pouya Hallaj Zavareh Atefeh Safayari Hamidreza Bolhasani 126 10 0 11 Jul 2021
Blending Pruning Criteria for Convolutional Neural Networks Wei He Zhongzhan Huang Mingfu Liang Senwei Liang Haizhao Yang CVBM 151 15 0 11 Jul 2021
Identifying Layers Susceptible to Adversarial Attacks Shoaib Ahmed Siddiqui Thomas Breuel AAML 185 3 0 10 Jul 2021
A Topological-Framework to Improve Analysis of Machine Learning Model Performance Henry Kvinge Colby Wight Sarah Akers Scott Howland W. Choi Xiaolong Ma Luke J. Gosink E. Jurrus K. Kappagantula Tegan H. Emerson 136 0 0 09 Jul 2021
A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular DataApplied Sciences (AS), 2021 Raphael Mazzine David Martens 184 35 0 09 Jul 2021
Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution GeneralizationInternational Conference on Machine Learning (ICML), 2021 John Miller Rohan Taori Aditi Raghunathan Shiori Sagawa Pang Wei Koh Vaishaal Shankar Abigail Z. Jacobs Y. Carmon Ludwig Schmidt OODD OOD 328 312 0 09 Jul 2021
Training Over-parameterized Models with Non-decomposable ObjectivesNeural Information Processing Systems (NeurIPS), 2021 Harikrishna Narasimhan A. Menon 144 13 0 09 Jul 2021
Model compression as constrained optimization, with application to neural nets. Part V: combining compressions Miguel Á. Carreira-Perpiñán Yerlan Idelbayev 190 6 0 09 Jul 2021
Unity Perception: Generate Synthetic Data for Computer Vision S. Borkman A. Crespi S. Dhakad Sujoy Ganguly Jonathan Hogins ... Cesar Romero Wesley Smith Alex Thaman Samuel Warren Nupur Yadav 3DV SyDa VLM 261 118 0 09 Jul 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 127 9 0 09 Jul 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique Phan Tran Dac Thinh Hoang Manh Hung Hyung-Jeong Yang Soohyung Kim Gueesang Lee CVBM 132 19 0 09 Jul 2021
Structured Model Pruning of Convolutional Networks on Tensor Processing Units Kongtao Chen Ken Franko Ruoxin Sang CVBM 150 72 0 09 Jul 2021
Susceptibility to Image Resolution in Face Recognition and Trainings StrategiesLeibniz Transactions on Embedded Systems (LITES), 2021 Martin Knoche S. Hörmann Gerhard Rigoll CVBM 114 3 0 08 Jul 2021
Investigate the Essence of Long-Tailed Recognition from a Unified Perspective Lei Liu Li Liu 123 0 0 08 Jul 2021
Core-set Sampling for Efficient Neural Architecture Search Jaewoong Shim Kyeongbo Kong Suk-Ju Kang 269 28 0 08 Jul 2021
M-FAC: Efficient Matrix-Free Approximations of Second-Order InformationNeural Information Processing Systems (NeurIPS), 2021 Elias Frantar Eldar Kurtic Dan Alistarh 344 62 0 07 Jul 2021
Predicting with Confidence on Unseen Distributions Devin Guillory Vaishaal Shankar Sayna Ebrahimi Trevor Darrell Ludwig Schmidt UQCV OOD 266 137 0 07 Jul 2021
Introducing the structural bases of typicality effects in deep learning Omar Vidal Pino Erickson R. Nascimento M. Campos 108 1 0 07 Jul 2021
FasterPose: A Faster Simple Baseline for Human Pose Estimation Hanbin Dai Hailin Shi Wu Liu Linfang Wang Yinglu Liu Tao Mei 3DH 137 27 0 07 Jul 2021
Urban Tree Species Classification Using Aerial Imagery Emily Waters Mahdi Maktabdar Oghaz Lakshmi Babu Saheer 51 4 0 07 Jul 2021
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity A. Davtyan Sepehr Sameni L. Cerkezi Givi Meishvili Adam Bielski Paolo Favaro ODL 374 4 0 07 Jul 2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials F. Babiloni Ioannis Marras Filippos Kokkinos Jiankang Deng Grigorios G. Chrysos Stefanos Zafeiriou 115 7 0 06 Jul 2021
Finding Significant Features for Few-Shot Learning using Dimensionality Reduction M. Mendez-Ruiz Jorge Gonzalez-Zapata Gilberto Ochoa-Ruiz Andres Mendez-Vazquez 140 1 0 06 Jul 2021
Evaluating subgroup disparity using epistemic uncertainty in mammography Charles Lu A. Lemay K. Hoebel Jayashree Kalpathy-Cramer UQCV UD 202 12 0 06 Jul 2021
Predicate correlation learning for scene graph generation Lei Tao Li Mi Nannan Li Xianhang Cheng Yaosi Hu Zhenzhong Chen 201 20 0 06 Jul 2021