Title
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 354 280 0 02 Jul 2021
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search S. M. Marvasti-Zadeh Javad Khaghani Li Cheng Hossein Ghanei-Yakhdan S. Kasaei 161 5 0 02 Jul 2021
Memory Efficient Meta-Learning with Large Images J. Bronskill Daniela Massiceti Massimiliano Patacchiola Katja Hofmann Sebastian Nowozin Richard Turner VLM 210 21 0 02 Jul 2021
DeformRS: Certifying Input Deformations with Randomized Smoothing Motasem Alfarra Adel Bibi Naeemullah Khan Juil Sock Guohao Li 104 23 0 02 Jul 2021
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 249 271 0 02 Jul 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios Suraj Kothawade Nathan Beck Krishnateja Killamsetty Rishabh K. Iyer 155 118 0 01 Jul 2021
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows Diego Aghi Simone Cerrato Vittorio Mazzia Marcello Chiaberge 117 38 0 01 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 398 111 0 01 Jul 2021
VideoLightFormer: Lightweight Action Recognition using Transformers Raivo Koot Haiping Lu ViT 230 9 0 01 Jul 2021
Towards Measuring Bias in Image ClassificationInternational Conference on Artificial Neural Networks (ICANN), 2021 Nina Schaaf Omar de Mitri Hang Beom Kim A. Windberger Marco F. Huber SSL 148 12 0 01 Jul 2021
Cross-domain Few-shot Learning with Task-specific AdaptersComputer Vision and Pattern Recognition (CVPR), 2021 Weihong Li Xialei Liu Hakan Bilen OOD 390 141 0 01 Jul 2021
DivergentNets: Medical Image Segmentation by Network Ensemble Vajira Thambawita Steven A. Hicks Pål Halvorsen Michael A. Riegler 98 23 0 01 Jul 2021
FedMix: Approximation of Mixup under Mean Augmented Federated LearningInternational Conference on Learning Representations (ICLR), 2021 Tehrim Yoon Sumin Shin Sung Ju Hwang Eunho Yang FedML 182 205 0 01 Jul 2021
Revisiting Knowledge Distillation: An Inheritance and Exploration FrameworkComputer Vision and Pattern Recognition (CVPR), 2021 Zhen Huang Xu Shen Jun Xing Tongliang Liu Xinmei Tian Houqiang Li Bing Deng Jianqiang Huang Xiansheng Hua 122 35 0 01 Jul 2021
JUWELS Booster -- A Supercomputer for Large-Scale AI Research Stefan Kesselheim A. Herten K. Krajsek J. Ebert J. Jitsev ... A. Strube Roshni Kamath Martin G. Schultz M. Riedel T. Lippert GNN 241 21 0 30 Jun 2021
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-DistillationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Pratik Mazumder Pravendra Singh Vinay P. Namboodiri SSL 133 2 0 30 Jun 2021
How to Train Your MAML to Excel in Few-Shot ClassificationInternational Conference on Learning Representations (ICLR), 2021 Han-Jia Ye Wei-Lun Chao 198 57 0 30 Jun 2021
Improving the Efficiency of Transformers for Resource-Constrained DevicesEuromicro Symposium on Digital Systems Design (DSD), 2021 Hamid Tabani Ajay Balasubramaniam Shabbir Marzban Elahe Arani Bahram Zonooz 195 27 0 30 Jun 2021
SOLO: A Simple Framework for Instance SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 138 119 0 30 Jun 2021
Exploring Robust Architectures for Deep Artificial Neural NetworksCommunications Engineer (CE), 2021 Asim Waqas Ghulam Rasool Hamza Farooq N. Bouaynaya OOD AAML 183 17 0 30 Jun 2021
The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning Anders Andreassen Yasaman Bahri Behnam Neyshabur Rebecca Roelofs OOD OODD 239 88 0 30 Jun 2021
Zoo-Tuning: Adaptive Transfer from a Zoo of ModelsInternational Conference on Machine Learning (ICML), 2021 Yang Shu Zhi Kou Zhangjie Cao Jianmin Wang Mingsheng Long 177 46 0 29 Jun 2021
TUCaN: Progressively Teaching Colourisation to Capsules Rita Pucci N. Martinel 59 1 0 29 Jun 2021
One-Shot Affordance DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 158 39 0 28 Jun 2021
Fractal Pyramid Networks Z. Deng Huimin Yu Yangqi Long SSeg 80 3 0 28 Jun 2021
False Negative Reduction in Video Instance Segmentation using Uncertainty EstimatesIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2021 Kira Maag UQCV 132 7 0 28 Jun 2021
Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning Yi Zhang Sheng Huang Xiao-song Peng Dan Yang 171 9 0 28 Jun 2021
Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images Sk Imran Hossain Jocelyn de Goër de Herve Md Shahriar Hassan D. Martineau Evelina Petrosyan ... A. Raffetin P. Tattevin G. Vourc'h O. Lesens E. M. Nguifo 104 35 0 28 Jun 2021
VAT-Mart: Learning Visual Action Trajectory Proposals for Manipulating 3D ARTiculated ObjectsInternational Conference on Learning Representations (ICLR), 2021 Kai Cheng Yan Zhao Kaichun Mo Zizheng Guo Yian Wang Tianhao Wu Qingnan Fan Xuelin Chen Leonidas Guibas Hao Dong 286 107 0 28 Jun 2021
Co $^2$ L: Contrastive Continual LearningIEEE International Conference on Computer Vision (ICCV), 2021 Hyuntak Cha Jaeho Lee Jinwoo Shin CLL SSL VLM 293 356 0 28 Jun 2021
Learning without Forgetting for 3D Point Cloud ObjectsInternational Work-Conference on Artificial and Natural Neural Networks (IWANN), 2021 T. Chowdhury Mahira Jalisha A. Cheraghian Shafin Rahman 3DPC 151 11 0 27 Jun 2021
Using deep learning to detect patients at risk for prostate cancer despite benign biopsiesiScience (iScience), 2021 Bojing Liu Yinxi Wang Philippe Weitz J. Lindberg Johan Hartman L. Egevad Henrik Grönberg M. Eklund M. Rantalainen 228 16 0 27 Jun 2021
Representation Based Regression for Object Distance EstimationNeural Networks (NN), 2021 Mete Ahishali Mehmet Yamaç S. Kiranyaz Moncef Gabbouj 133 13 0 27 Jun 2021
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristicPattern Recognition (Pattern Recogn.), 2021 Nidhi Gowdra R. Sinha Stephen G. MacDonell W. Yan 65 9 0 27 Jun 2021
On the Impact of Device-Level Techniques on Energy-Efficiency of Neural Network Accelerators Seyed Morteza Nabavinejad Behzad Salami 186 1 0 26 Jun 2021
Descriptive Modeling of Textiles using FE Simulations and Deep Learning A. Mendoza Roger Trullo Y. Wielhorski AI4CE 45 44 0 26 Jun 2021
Multimodal Few-Shot Learning with Frozen Language ModelsNeural Information Processing Systems (NeurIPS), 2021 Maria Tsimpoukelli Jacob Menick Serkan Cabi S. M. Ali Eslami Oriol Vinyals Felix Hill MLLM 498 889 0 25 Jun 2021
Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers Stephanie Tsuei Aditya Golatkar Stefano Soatto UQCV 137 0 0 25 Jun 2021
PVT v2: Improved Baselines with Pyramid Vision TransformerComputational Visual Media (CVM), 2021 Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 686 2,068 0 25 Jun 2021
Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy Christopher J. Anders David Neumann Wojciech Samek K. Müller Sebastian Lapuschkin 212 83 0 24 Jun 2021
Exploring Corruption Robustness: Inductive Biases in Vision Transformers and MLP-Mixers Katelyn Morrison B. Gilby Colton Lipchak Adam Mattioli Adriana Kovashka ViT 151 17 0 24 Jun 2021
Advancing biological super-resolution microscopy through deep learning: a brief review Tianjie Yang Yaoru Luo Wei Ji Ge Yang SupR 152 26 0 24 Jun 2021
How Well do Feature Visualizations Support Causal Understanding of CNN Activations? Roland S. Zimmermann Judy Borowski Robert Geirhos Matthias Bethge Thomas S. A. Wallis Wieland Brendel FAtt 273 39 0 23 Jun 2021
AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks Alexandra Peste Eugenia Iofinova Adrian Vladu Dan Alistarh AI4CE 564 76 0 23 Jun 2021
Co-advise: Cross Inductive Bias Distillation Sucheng Ren Zhengqi Gao Tianyu Hua Zihui Xue Yonglong Tian Shengfeng He Hang Zhao 192 65 0 23 Jun 2021
Open Images V5 Text Annotation and Yet Another Mask Text Spotter Ilya Krylov S. Nosov V. Sovrasov VLM 178 63 0 23 Jun 2021
Mutual-Information Based Few-Shot Classification Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony Jose Dolz Ismail Ben Ayed Pablo Piantanida VLM 132 2 0 23 Jun 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 169 14 0 23 Jun 2021
Learning Identity-Preserving Transformations on Data Manifolds Marissa Connor Kion Fallah Christopher Rozell 203 5 0 22 Jun 2021
P2T: Pyramid Pooling Transformer for Scene UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yu-Huan Wu Yun-Hai Liu Xin Zhan Mingg-Ming Cheng ViT 518 283 0 22 Jun 2021