Title
FedServing: A Federated Prediction Serving Framework Based on Incentive MechanismIEEE Conference on Computer Communications (INFOCOM), 2020 Jiasi Weng Jian Weng Hongwei Huang Chengjun Cai Cong Wang FedML 135 31 0 19 Dec 2020
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jianbo Liu Sijie Ren Yuanjie Zheng Xiaogang Wang Jiaming Song SSeg 171 11 0 18 Dec 2020
Transformer Interpretability Beyond Attention VisualizationComputer Vision and Pattern Recognition (CVPR), 2020 Hila Chefer Shir Gur Lior Wolf 358 837 0 17 Dec 2020
End-to-end Deep Object Tracking with Circular Loss Function for Rotated Bounding BoxInternational Symposium "Problems of Redundancy in Information and Control Systems" (ISPRICS), 2019 Vladislav Belyaev Aleksandra Malysheva A. Shpilman 139 2 0 17 Dec 2020
End-to-End Human Pose and Mesh Reconstruction with TransformersComputer Vision and Pattern Recognition (CVPR), 2020 Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 338 718 0 17 Dec 2020
Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNNInternational Journal of Computer Vision (IJCV), 2020 N. Yudistira M. Kavitha Takio Kurita 3DPC 266 14 0 17 Dec 2020
On the Limitations of Denoising Strategies as Adversarial Defenses Zhonghan Niu Zhaoxi Chen Linyi Li Yubin Yang Yue Liu Jinfeng Yi AAML 148 14 0 17 Dec 2020
Joint Generative and Contrastive Learning for Unsupervised Person Re-identificationComputer Vision and Pattern Recognition (CVPR), 2020 Hao Chen Yaohui Wang Benoit Lagadec A. Dantcheva Francois Bremond GAN SSL 198 162 0 16 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Goran Frehse OOD 225 0 0 16 Dec 2020
Exploring Neural Networks Quantization via Layer-Wise Quantization Analysis Shachar Gluska Mark Grobman MQ 93 7 0 15 Dec 2020
Detecting Invisible PeopleIEEE International Conference on Computer Vision (ICCV), 2020 Tarasha Khurana Achal Dave Deva Ramanan 170 41 0 15 Dec 2020
Amata: An Annealing Mechanism for Adversarial Training AccelerationAAAI Conference on Artificial Intelligence (AAAI), 2019 Nanyang Ye Qianxiao Li Xiao-Yun Zhou Zhanxing Zhu AAML 213 16 0 15 Dec 2020
Hypothesis Disparity Regularized Mutual Information MaximizationAAAI Conference on Artificial Intelligence (AAAI), 2020 Qicheng Lao Xiang Jiang Mohammad Havaei 135 26 0 15 Dec 2020
Probabilistic Contrastive Principal Component Analysis Didong Li Andrew Jones Barbara E. Engelhardt 187 21 0 14 Dec 2020
A Software Engineering Perspective on Engineering Machine Learning Systems: State of the Art and ChallengesJournal of Systems and Software (JSS), 2020 G. Giray 257 151 0 14 Dec 2020
Perceptron Theory Can Predict the Accuracy of Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Denis Kleyko A. Rosato E. P. Frady Massimo Panella Friedrich T. Sommer GNN 172 11 0 14 Dec 2020
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesIEEE International Joint Conference on Neural Network (IJCNN), 2020 Kira Maag Matthias Rottmann Serin Varghese Fabian Hüger Peter Schlicht Hanno Gottschalk UQCV 203 13 0 14 Dec 2020
Deep Learning for Material recognition: most recent advances and open challenges A. Trémeau Sixiang Xu Damien Muselet 116 8 0 14 Dec 2020
The Open Brands Dataset: Unified brand detection and recognition at scaleIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Xuan Jin Wei Su Rong Zhang Yuan He Hui Xue ObjD 122 16 0 14 Dec 2020
Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 722 1,112 0 13 Dec 2020
Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks Reza Esfandiarpoor Amy Pu M. Hajabdollahi Stephen H. Bach CLL 158 7 0 13 Dec 2020
Location-aware Single Image Reflection RemovalIEEE International Conference on Computer Vision (ICCV), 2020 Zhen Dong Ke Xu Yin Yang Hujun Bao Weiwei Xu Rynson W. H. Lau 211 112 0 13 Dec 2020
DFR: Deep Feature Reconstruction for Unsupervised Anomaly SegmentationNeurocomputing (Neurocomputing), 2020 Jie Yang Yong Shi Zhiquan Qi UQCV 222 155 0 13 Dec 2020
Leaking Sensitive Financial Accounting Data in Plain Sight using Deep Autoencoder Neural Networks Marco Schreyer Chistian Schulze Damian Borth 81 1 0 13 Dec 2020
PoNA: Pose-guided Non-local Attention for Human Pose TransferIEEE Transactions on Image Processing (TIP), 2020 Kun Li Jinsong Zhang Yebin Liu Yu-kun Lai Qionghai Dai GAN 3DH 176 51 0 13 Dec 2020
Fault Injectors for TensorFlow: Evaluation of the Impact of Random Hardware Faults on Deep CNNs Michael Beyer Andrey Morozov E. Valiev Christoph Schorn Lydia Gauerhof K. Ding K. Janschek AAML 41 7 0 13 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang Guang Dai Jianfeng Gao Zicheng Liu VLM MLLM 174 70 0 13 Dec 2020
Assessing The Importance Of Colours For CNNs In Object Recognition Aditya Singh Alessandro Bay Andrea Mirabile 84 14 0 12 Dec 2020
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision ModelsComputer Vision and Pattern Recognition (CVPR), 2020 Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zinan Lin 230 133 0 12 Dec 2020
A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical SignalsInformation Fusion (Inf. Fusion), 2020 Yassin Khalifa Danilo P. Mandic E. Sejdić 118 53 0 11 Dec 2020
Spatially Conditioned Graphs for Detecting Human-Object InteractionsIEEE International Conference on Computer Vision (ICCV), 2020 Frederic Z. Zhang Dylan Campbell Stephen Gould 395 156 0 11 Dec 2020
Concept Generalization in Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2020 Mert Bulent Sariyildiz Yannis Kalantidis Diane Larlus Alahari Karteek SSL 271 52 0 10 Dec 2020
Categorical Perception: A Groundwork for Deep LearningNeural Computation (Neural Comput.), 2020 L. Bonnasse-Gahot Jean-Pierre Nadal 122 10 0 10 Dec 2020
Tensor Composition Net for Visual Relationship PredictionBritish Machine Vision Conference (BMVC), 2020 Yuting Qiang Yongxin Yang Xueting Zhang Yanwen Guo Timothy M. Hospedales ViT CoGe 156 2 0 10 Dec 2020
Investigating Bias in Image Classification using Model Explanations S. Tong Lalana Kagal FaML FAtt XAI 85 16 0 10 Dec 2020
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 289 595 0 09 Dec 2020
Multi-Model Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain Adaptation Naif Alshammari S. Akçay T. Breckon 174 0 0 09 Dec 2020
ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Siyuan Qiao Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen MDE 213 164 0 09 Dec 2020
Improving Gradient Flow with Unrolled Highway Expectation Maximization C. Song Eunseok Kim Inwook Shim 64 2 0 09 Dec 2020
Progressive Network Grafting for Few-Shot Knowledge Distillation Chengchao Shen Xinchao Wang Youtan Yin Mingli Song Sihui Luo Xiuming Zhang 274 53 0 09 Dec 2020
ESAD: End-to-end Deep Semi-supervised Anomaly Detection Chaoqin Huang Fei Ye Peisen Zhao Ya Zhang Yanfeng Wang Qi Tian 151 13 0 09 Dec 2020
On 1/n neural representation and robustness Josue Nassar Piotr A. Sokól SueYeon Chung K. Harris Il Memming Park AAML OOD 130 27 0 08 Dec 2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations Ramprasaath R. Selvaraju Karan Desai Justin Johnson Nikhil Naik SSL 149 84 0 08 Dec 2020
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization Yingfan Wang Haiyang Huang Cynthia Rudin Yaron Shaposhnik 538 409 0 08 Dec 2020
Data-Dependent Randomized Smoothing Motasem Alfarra Adel Bibi Juil Sock Guohao Li UQCV 288 40 0 08 Dec 2020
Parallel Training of Deep Networks with Local Updates Michael Laskin Luke Metz Seth Nabarrao Mark Saroufim Badreddine Noune Carlo Luschi Jascha Narain Sohl-Dickstein Pieter Abbeel FedML 216 30 0 07 Dec 2020
Backpropagating Linearly Improves Transferability of Adversarial Examples Yiwen Guo Qizhang Li Hao Chen FedML AAML 265 126 0 07 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2020 Bingyu Liu Yuhong Guo Jieping Ye Weihong Deng 183 5 0 07 Dec 2020
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2020 Yang Fu Linjie Yang Ding Liu Thomas S. Huang Humphrey Shi VOS 265 75 0 07 Dec 2020
Visual Aware Hierarchy Based Food Recognition Runyu Mao Jiangpeng He Zeman Shao S. Yarlagadda Fengqing Zhu 162 60 0 06 Dec 2020