Title
End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic SequencesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020 Raphaël Royer-Rivard Fantin Girard N. Dahdah Farida Cheriet MedIm 53 2 0 04 Sep 2020
Witches' Brew: Industrial Scale Data Poisoning via Gradient MatchingInternational Conference on Learning Representations (ICLR), 2020 Jonas Geiping Liam H. Fowl Wenjie Huang W. Czaja Gavin Taylor Michael Moeller Tom Goldstein AAML 279 246 0 04 Sep 2020
Visualizing a Large Spatiotemporal Collection of Historic Photography with a Generous Interface T. Arnold Nathaniel Ayers J. Madron Robert K. Nelson L. Tilton 87 4 0 04 Sep 2020
GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised LearningInternational Conference on Neural Information Processing (ICONIP), 2020 Lyes Khacef Vincent Gripon Benoit Miramond SSL 89 8 0 04 Sep 2020
A general approach to bridge the reality-gap M. Lomnitz Z. Hampel-Arias Nina Lopatina Felipe A. Mejia 99 1 0 03 Sep 2020
A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World LearningNeural Networks (NN), 2020 Martin Mundt Yongjun Hong Iuliia Pliushch Visvanathan Ramesh CLL 283 171 0 03 Sep 2020
Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors Duy-Thanh Nguyen Hyun Kim Hyuk-Jae Lee MQ 95 76 0 03 Sep 2020
Efficiency in Real-time Webcam Gaze TrackingEuropean Conference on Computer Vision (ECCV), 2020 Amogh Gudi Xin Li Jan van Gemert 92 19 0 02 Sep 2020
Transform Quantization for CNN (Convolutional Neural Network) CompressionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Sean I. Young Wang Zhe David S. Taubman B. Girod MQ 250 87 0 02 Sep 2020
Simulating Unknown Target Models for Query-Efficient Black-box Attacks Chen Ma Lixing Chen Junhai Yong MLAU OOD 132 17 0 02 Sep 2020
Deep Learning to Detect Bacterial Colonies for the Production of VaccinesThe European Symposium on Artificial Neural Networks (ESANN), 2020 Thomas Beznik P. Smyth G. Lannoy J. Lee 58 29 0 02 Sep 2020
Neural Crossbreed: Neural Based Image MetamorphosisACM Transactions on Graphics (TOG), 2020 Sanghun Park Kwanggyoon Seo Jun-yong Noh 191 5 0 02 Sep 2020
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph GenerationACM Multimedia (ACM MM), 2020 Shaotian Yan Chen Shen Zhongming Jin Jianqiang Huang Rongxin Jiang Yao-wu Chen Xiansheng Hua 231 143 0 02 Sep 2020
Efficient, high-performance pancreatic segmentation using multi-scale feature extractionPLoS ONE (PLOS ONE), 2020 Moritz Knolle Georgios Kaissis F. Jungmann Sebastian Ziegelmayer D. Sasse Marcus R. Makowski Daniel Rueckert R. Braren MedIm 71 15 0 02 Sep 2020
Intrinsic Relationship Reasoning for Small Object Detection K. Fu Jia Li Lin Ma Kaiyu Mu Yonghong Tian 143 25 0 02 Sep 2020
TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and InferenceMicro (MICRO), 2020 Mostafa Mahmoud Isak Edo Vivancos Ali Hadi Zadeh Omar Mohamed Awad Gennady Pekhimenko Jorge Albericio Andreas Moshovos MoE 172 61 0 01 Sep 2020
Defending against substitute model black box adversarial attacks with the 01 loss Yunzhe Xue Meiyan Xie Usman Roshan AAML 77 1 0 01 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and PerspectivesNeuron (Neuron), 2020 Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 282 186 0 01 Sep 2020
Unsupervised Domain Adaptation with Progressive Adaptation of SubspacesPattern Recognition (Pattern Recognit.), 2020 Weikai Li Songcan Chen 138 33 0 01 Sep 2020
Deep Structure Learning using Feature Extraction in Trained Projection SpaceComputers & electrical engineering (CEE), 2020 Christoph Angermann Markus Haltmeier 3DV 3DPC 150 6 0 01 Sep 2020
Online Multi-Object Tracking and Segmentation with GMPHD Filter and Mask-based Affinity Fusion Young-min Song Young-Chul Yoon Kwangjin Yoon M. Jeon Seong-Whan Lee Witold Pedrycz VOT 277 3 0 31 Aug 2020
Initial Classifier Weights Replay for Memoryless Class Incremental LearningBritish Machine Vision Conference (BMVC), 2020 Eden Belouadah Adrian Daniel Popescu Ioannis Kanellos CLL 167 24 0 31 Aug 2020
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond Dachao Lin Peiqin Sun Guangzeng Xie Shuchang Zhou Zhihua Zhang MQ 91 2 0 30 Aug 2020
Adaptive Exploitation of Pre-trained Deep Convolutional Neural Networks for Robust Visual TrackingMultimedia tools and applications (MTA), 2020 S. M. Marvasti-Zadeh Hossein Ghanei-Yakhdan S. Kasaei 152 5 0 29 Aug 2020
Background Splitting: Finding Rare Classes in a Sea of BackgroundComputer Vision and Pattern Recognition (CVPR), 2020 Ravi Teja Mullapudi Fait Poms W. Mark Deva Ramanan Kayvon Fatahalian VLM 177 12 0 28 Aug 2020
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and SizeIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Xuanyi Dong Lu Liu Katarzyna Musial Bogdan Gabrys 354 193 0 28 Aug 2020
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark MethodIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 Guangshuai Gao Qingjie Liu Yunhong Wang 160 63 0 28 Aug 2020
Color and Edge-Aware Adversarial Image Perturbations R. Bassett Mitchell Graves Patrick Reilly AAML 82 6 0 28 Aug 2020
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationIEEE Transactions on Image Processing (TIP), 2020 Yu-Huan Wu Yun-Hai Liu Le Zhang Wang Gao Ming-Ming Cheng 268 44 0 28 Aug 2020
MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down DistillationEuropean Conference on Computer Vision (ECCV), 2020 Benlin Liu Yongming Rao Jiwen Lu Jie Zhou Cho-Jui Hsieh 152 41 0 27 Aug 2020
Learning Global Structure Consistency for Robust Object TrackingACM Multimedia (ACM MM), 2020 Bi Li Chengquan Zhang Zhibin Hong Xu Tang Jingtuo Liu Junyu Han Errui Ding Wenyu Liu 122 3 0 26 Aug 2020
Optimising AI Training Deployments using Graph Compilers and ContainersIEEE Conference on High Performance Extreme Computing (HPEC), 2020 Nina Mujkanovic K. Sivalingam A. Lazzaro GNN 90 2 0 26 Aug 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 PandemicmedRxiv (medRxiv), 2020 Mahdi Rezaei Mohsen Azarmi 231 158 0 26 Aug 2020
Estimating Example Difficulty Using Variance of GradientsComputer Vision and Pattern Recognition (CVPR), 2020 Chirag Agarwal Daniel D'souza Sara Hooker 446 122 0 26 Aug 2020
Fusion of Global-Local Features for Image Quality Inspection of Shipping LabelInternational Conference on Pattern Recognition (ICPR), 2020 Sungho Suh P. Lukowicz Y. Lee 94 9 0 26 Aug 2020
Point Adversarial Self Mining: A Simple Method for Facial Expression RecognitionIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020 Ping Liu Yuewei Lin Zibo Meng Lu Lu Weihong Deng Qiufeng Wang Yi Yang 179 35 0 26 Aug 2020
Bias-Awareness for Zero-Shot Learning the Seen and UnseenBritish Machine Vision Conference (BMVC), 2020 William Thong Cees G. M. Snoek 83 5 0 25 Aug 2020
Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer LearningKnowledge Discovery and Data Mining (KDD), 2020 Yinghua Zhang Yangqiu Song Jian Liang Kun Bai Qiang Yang AAML 109 30 0 25 Aug 2020
Active Class Incremental Learning for Imbalanced Datasets Eden Belouadah Adrian Daniel Popescu Umang Aggarwal Léo Saci CLL 126 14 0 25 Aug 2020
Towards Structured Prediction in Bioinformatics with Deep Learning Yu Li AI4CE 112 1 0 25 Aug 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Jiaming Song SSeg 156 57 0 24 Aug 2020
Periodic Stochastic Gradient Descent with Momentum for Decentralized Training Hongchang Gao Heng-Chiao Huang 121 26 0 24 Aug 2020
Cascade Convolutional Neural Network for Image Super-Resolution Jianwei Zhang Zhenxing Wang Yuhui Zheng Guoqing Zhang SupR 139 2 0 24 Aug 2020
Bosch Deep Learning Hardware Benchmark Armin Runge Thomas Wenzel Dimitrios Bariamis B. Staffler Lucas Drumond Michael Pfeiffer 95 0 0 24 Aug 2020
A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research Marc Aubreville C. Bertram T. Donovan Christian Marzahl Andreas Maier R. Klopfleisch 88 1 0 24 Aug 2020
Seesaw Loss for Long-Tailed Instance Segmentation Yuan Liu Wenwei Zhang Yuhang Zang Yuhang Cao Jiangmiao Pang Tao Gong Kai-xiang Chen Ziwei Liu Chen Change Loy Dahua Lin 417 267 0 23 Aug 2020
Unsupervised Domain Adaptation via Discriminative Manifold Propagation You-Wei Luo Chuan-Xian Ren D. Dai Hong Yan 134 91 0 23 Aug 2020
Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss U. Dutta Mehrtash Harandi C. Sekhar SSL 90 18 0 22 Aug 2020
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation Bowen Chen Huan Ling Xiaohui Zeng Jun Gao Ziyue Xu Sanja Fidler VOS 134 25 0 22 Aug 2020
A Unified Taylor Framework for Revisiting Attribution Methods Huiqi Deng Na Zou Mengnan Du Weifu Chen Guo-Can Feng Helen Zhou FAtt TDI 300 23 0 21 Aug 2020