Title
Structured DropConnect for Uncertainty Inference in Image Classification Wenqing Zheng Jiyang Xie Weidong Liu Zhanyu Ma UQCV BDL 119 3 0 16 Jun 2021
EdgeConv with Attention Module for Monocular Depth Estimation Minhyeok Lee Sangwon Hwang Chaewon Park Sangyoun Lee MDE 3DPC 204 21 0 16 Jun 2021
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning Chaofan CHEN Xiaoshan Yang Changsheng Xu Xuhui Huang Zhe Ma 135 56 0 16 Jun 2021
Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective Yueyu Hu Wenhan Yang Haofeng Huang Jiaying Liu 169 3 0 16 Jun 2021
How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective Akhilan Boopathy Ila Fiete 208 13 0 15 Jun 2021
Self-Supervised Learning with Kernel Dependence Maximization Yazhe Li Roman Pogodin Danica J. Sutherland Arthur Gretton SSL 179 98 0 15 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 788 3,355 0 15 Jun 2021
Domain Adaptive SiamRPN++ for Object Tracking in the Wild Zhongzhou Zhang Lei Zhang 144 8 0 15 Jun 2021
Keep CALM and Improve Visual Feature AttributionIEEE International Conference on Computer Vision (ICCV), 2021 Jae Myung Kim Junsuk Choe Zeynep Akata Seong Joon Oh FAtt 772 22 0 15 Jun 2021
Learning Deep Morphological Networks with Neural Architecture SearchPattern Recognition (Pattern Recogn.), 2021 Yufei Hu Nacim Belkhir Jesús Angulo Angela Yao Gianni Franchi AI4CE 115 25 0 14 Jun 2021
Improved Transformer for High-Resolution GANsNeural Information Processing Systems (NeurIPS), 2021 Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 313 109 0 14 Jun 2021
Now You See It, Now You Dont: Adversarial Vulnerabilities in Computational Pathology Alex Foote Amina Asif A. Azam Tim Marshall-Cox Nasir M. Rajpoot F. Minhas AAML MedIm 125 13 0 14 Jun 2021
Partial success in closing the gap between human and machine visionNeural Information Processing Systems (NeurIPS), 2021 Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Tizian Thieringer Matthias Bethge Felix Wichmann Wieland Brendel VLM AAML 281 263 0 14 Jun 2021
Influential Rank: A New Perspective of Post-training for Robust Model against Noisy Labels Seulki Park Hwanjun Song Daeho Um D. Jo Sangdoo Yun J. Choi NoLa 309 0 0 14 Jun 2021
Temporal Predictive Coding For Model-Based Planning In Latent SpaceInternational Conference on Machine Learning (ICML), 2021 Tung D. Nguyen Rui Shu Tu Pham Hung Bui Stefano Ermon OffRL 217 62 0 14 Jun 2021
Pre-Trained Models: Past, Present and FutureAI Open (AO), 2021 Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 371 976 0 14 Jun 2021
Survey: Image Mixing and Deleting for Data AugmentationEngineering applications of artificial intelligence (EAAI), 2021 Humza Naveed Saeed Anwar Munawar Hayat Kashif Javed Ajmal Mian 299 107 0 13 Jun 2021
Boosting Randomized Smoothing with Variance Reduced ClassifiersInternational Conference on Learning Representations (ICLR), 2021 Miklós Z. Horváth Mark Niklas Muller Marc Fischer Martin Vechev AAML UQCV 239 55 0 13 Jun 2021
Inverting Adversarially Robust Networks for Image SynthesisAsian Conference on Computer Vision (ACCV), 2021 Renan A. Rojas-Gomez Raymond A. Yeh Minh Do A. Nguyen 184 6 0 13 Jun 2021
Deep Learning for Predictive Analytics in Reversible SteganographyIEEE Access (IEEE Access), 2021 Ching-Chun Chang Xu Wang Sisheng Chen Isao Echizen Victor Sanchez Chang-Tsun Li 162 9 0 13 Jun 2021
Deep Learning Frameworks Applied For Audio-Visual Scene Classification L. D. Pham Alexander Schindler Mina Schütz Jasmin Lampert S. Schlarb Ross King 98 9 0 12 Jun 2021
Learngene: From Open-World to Your Learning TaskAAAI Conference on Artificial Intelligence (AAAI), 2021 Qiufeng Wang Xin Geng Shuxia Lin Shiyu Xia Lei Qi Ning Xu 148 31 0 12 Jun 2021
DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival AnalysisIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021 Yujiao Wu Jie Ma Xiaoshui Huang S. Ling Steven W. Su 108 25 0 12 Jun 2021
LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose PredictionIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021 Yi Lin Yanfei Liu Hao-tao Chen Xin Yang Kai Ma Yefeng Zheng Kwang-Ting Cheng 3DV 153 7 0 12 Jun 2021
Go Small and Similar: A Simple Output Decay Brings Better Performance Xuan Cheng Tianshu Xie Xiaomin Wang Jiali Deng Minghui Liu Ming Liu 101 0 0 12 Jun 2021
Disrupting Model Training with Adversarial Shortcuts Ivan Evtimov Ian Covert Aditya Kusupati Tadayoshi Kohno AAML 178 10 0 12 Jun 2021
Recovery of Meteorites Using an Autonomous Drone and Machine LearningMeteoritics and Planetary Science (MAPS), 2021 R. Citron P. Jenniskens C. Watkins S. Sinha Amar Shah Chedy Raïssi H. Devillepoix J. Albers 50 4 0 11 Jun 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot SupernetsInternational Conference on Machine Learning (ICML), 2021 Xiu Su Shan You Mingkai Zheng Haiwei Yang Chao Qian Changshui Zhang Chang Xu 159 37 0 11 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured DataACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021 Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 258 27 0 11 Jun 2021
ViT-Inception-GAN for Image Colourising Tejas Bana Jatan Loya Siddhant Kulkarni ViT 74 2 0 11 Jun 2021
Neural Networks for Partially Linear Quantile Regression Qixian Zhong Jane-ling Wang 526 17 0 11 Jun 2021
NAAQA: A Neural Architecture for Acoustic Question AnsweringIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jerome Abdelnour Jean Rouat G. Salvi 250 5 0 11 Jun 2021
DECORE: Deep Compression with Reinforcement LearningComputer Vision and Pattern Recognition (CVPR), 2021 Manoj Alwani Yang Wang Vashisht Madhavan AI4CE 209 54 0 11 Jun 2021
Learning distinct features helps, provably Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj MLT 194 6 0 10 Jun 2021
Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation ManifoldInternational Conference on Machine Learning (ICML), 2021 Kieran A. Murphy Carlos Esteves Varun Jampani Srikumar Ramalingam A. Makadia 220 87 0 10 Jun 2021
Learning to See by Looking at NoiseNeural Information Processing Systems (NeurIPS), 2021 Manel Baradad Jonas Wulff Tongzhou Wang Phillip Isola Antonio Torralba 372 106 0 10 Jun 2021
Programming Puzzles Tal Schuster Ashwin Kalyan Oleksandr Polozov Adam Tauman Kalai ELM 274 36 0 10 Jun 2021
Multi-resolution Outlier Pooling for Sorghum Classification C. Ren Justin Dulay Gregory Rolwes D. Pauli N. Shakoor Abby Stylianou 136 8 0 10 Jun 2021
Thompson Sampling with a Mixture PriorInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Joey Hong Branislav Kveton Manzil Zaheer Mohammad Ghavamzadeh Craig Boutilier 241 14 0 10 Jun 2021
How Robust are Model Rankings: A Leaderboard Customization Approach for Equitable EvaluationAAAI Conference on Artificial Intelligence (AAAI), 2021 Swaroop Mishra Anjana Arunkumar 156 26 0 10 Jun 2021
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation TrainingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Y. Jonmohamadi Shahnewaz Ali Fengbei Liu Jonathan M. Roberts R. Crawford G. Carneiro Ajay K. Pandey 103 5 0 10 Jun 2021
Keeping Your Eye on the Ball: Trajectory Attention in Video TransformersNeural Information Processing Systems (NeurIPS), 2021 Mandela Patrick Dylan Campbell Yuki M. Asano Ishan Misra Ishan Misra Florian Metze Christoph Feichtenhofer Andrea Vedaldi João F. Henriques 260 336 0 09 Jun 2021
Generative Feature-driven Image Replay for Continual LearningImage and Vision Computing (IVC), 2021 Kevin Thandiackal Tiziano Portenier Andrea Giovannini M. Gabrani O. Goksel CLL VLM DiffM 194 11 0 09 Jun 2021
Knowledge distillation: A good teacher is patient and consistentComputer Vision and Pattern Recognition (CVPR), 2021 Lucas Beyer Xiaohua Zhai Amelie Royer L. Markeeva Rohan Anil Alexander Kolesnikov VLM 322 354 0 09 Jun 2021
Distilling Image Classifiers in Object DetectorsNeural Information Processing Systems (NeurIPS), 2021 Shuxuan Guo J. Álvarez Mathieu Salzmann VLM 178 8 0 09 Jun 2021
No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID DataNeural Information Processing Systems (NeurIPS), 2021 Mi Luo Fei Chen Dapeng Hu Yifan Zhang Jian Liang Jiashi Feng FedML 247 418 0 09 Jun 2021
It Takes Two to Tango: Mixup for Deep Metric LearningInternational Conference on Learning Representations (ICLR), 2021 Shashanka Venkataramanan Bill Psomas Ewa Kijak Laurent Amsaleg Konstantinos Karantzalos Yannis Avrithis 191 31 0 09 Jun 2021
Self-supervision of Feature Transformation for Further Improving Supervised Learning Zilin Ding Yuhang Yang Xuan Cheng Xiaomin Wang Ming-Yuan Liu SSL 70 2 0 09 Jun 2021
Accelerating Neural Architecture Search via Proxy DataInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Byunggook Na J. Mok Hyeokjun Choe Sungroh Yoon 171 23 0 09 Jun 2021
Understanding top-down attention using task-oriented ablation design Freddie Bickford-Smith Brett D. Roads Xiaoliang Luo Bradley C. Love 127 1 0 08 Jun 2021