Title
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks Muhammad Sabih Frank Hannig J. Teich MQ 203 33 0 20 Aug 2020
BOIL: Towards Representation Change for Few-shot Learning Jaehoon Oh Hyungjun Yoo ChangHwan Kim Seyoung Yun 162 9 0 20 Aug 2020
Yet Another Intermediate-Level Attack Qizhang Li Yiwen Guo Hao Chen AAML 161 55 0 20 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective Kun Yuan Quanquan Li Jing Shao Junjie Yan 174 2 0 19 Aug 2020
DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling Gyeongsik Moon Takaaki Shiratori Kyoung Mu Lee 3DH 171 67 0 19 Aug 2020
Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs Bofu Yang Xuelin Cao Chau Yuen Lijun Qian 242 127 0 18 Aug 2020
Dataset Bias in Few-shot Image Recognition Shuqiang Jiang Yaohui Zhu Chenlong Liu Xinhang Song Xiangyang Li Weiqing Min 244 28 0 18 Aug 2020
Person image generation with semantic attention network for person re-identification Meichen Liu Ke-jun Wang Juihang Ji Shiwei Gan GAN 147 2 0 18 Aug 2020
Mastering Large Scale Multi-label Image Recognition with high efficiency overCamera trap images Miroslav Valan Lukás Picek 33 2 0 18 Aug 2020
Knowledge Transfer via Dense Cross-Layer Mutual-Distillation Anbang Yao Dawei Sun 122 61 0 18 Aug 2020
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 487 1 0 17 Aug 2020
Exploiting Fully Convolutional Network and Visualization Techniques on Spontaneous Speech for Dementia Detection Youxiang Zhu Xiaohui Liang 78 4 0 17 Aug 2020
A Self-supervised GAN for Unsupervised Few-shot Object Recognition Khoi Duc Minh Nguyen S. Todorovic SSL 168 8 0 16 Aug 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 301 152 0 16 Aug 2020
Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision Yuxiang Wei Ming-Yu Liu Haolin Wang Ruifeng Zhu Guosheng Hu W. Zuo CVBM 124 31 0 16 Aug 2020
Faster Person Re-Identification Guanán Wang S. Gong Jian Cheng Zeng-Huang Hou 96 57 0 16 Aug 2020
Cascaded channel pruning using hierarchical self-distillation Roy Miles K. Mikolajczyk 123 8 0 16 Aug 2020
Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training Geoffrey X. Yu Tovi Grossman Gennady Pekhimenko 118 18 0 15 Aug 2020
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition Y. Kim Wonpyo Park Jongju Shin CVBM 237 57 0 15 Aug 2020
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound Jianbo Jiao Yifan Cai M. Alsharid L. Drukker A. Papageorghiou J. A. Noble 187 42 0 14 Aug 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview P. Bell Joachim Fainberg Ondˇrej Klejch Jinyu Li Steve Renals P. Swietojanski 252 81 0 14 Aug 2020
Optimized Deep Encoder-Decoder Methods for Crack Segmentation Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 109 89 0 14 Aug 2020
BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation Xianghui Yang Bairun Wang Kaige Chen Xinchi Zhou Shuai Yi Wanli Ouyang Luping Zhou 148 54 0 14 Aug 2020
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient An Xu Zhouyuan Huo Heng-Chiao Huang 192 15 0 13 Aug 2020
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose EstimationACM Multimedia (ACM MM), 2020 Xixia Xu Qi Zou Xue Lin 3DH OOD 98 4 0 13 Aug 2020
Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3DEuropean Conference on Computer Vision (ECCV), 2020 Jonah Philion Sanja Fidler 257 1,318 0 13 Aug 2020
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial RobustnessBritish Machine Vision Conference (BMVC), 2020 Md. Amirul Islam M. Kowal Konstantinos G. Derpanis Neil D. B. Bruce 146 7 0 13 Aug 2020
Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation S. Manjunath Aitzaz Nathaniel Jeff Druce Stan German 76 4 0 12 Aug 2020
Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge CloudsACM Multimedia (ACM MM), 2020 Zichuan Xu Jiangkai Wu Qiufen Xia Pan Zhou Jiankang Ren Huizhi Liang 210 4 0 12 Aug 2020
Open Set Recognition with Conditional Probabilistic Generative Models Xin Sun Chi Zhang Guosheng Lin K. Ling BDL DRL 240 11 0 12 Aug 2020
FATNN: Fast and Accurate Ternary Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2020 Peng Chen Bohan Zhuang Chunhua Shen MQ 225 18 0 12 Aug 2020
Inter-Image Communication for Weakly Supervised LocalizationEuropean Conference on Computer Vision (ECCV), 2020 Xiaolin Zhang Yunchao Wei Yi Yang WSOL 130 114 0 12 Aug 2020
Estimating the Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional NetworksIEEE Access (IEEE Access), 2020 Nicolae-Cuatualin Ristea Andrei Anghel Radu Tudor Ionescu 90 20 0 11 Aug 2020
BREEDS: Benchmarks for Subpopulation ShiftInternational Conference on Learning Representations (ICLR), 2020 Shibani Santurkar Dimitris Tsipras Aleksander Madry OOD 183 188 0 11 Aug 2020
TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text DetectionACM Multimedia (ACM MM), 2020 Fangfang Wang Yifeng Chen Leilei Gan Xi Li 182 97 0 11 Aug 2020
Transferring Inter-Class Correlation Hui Wen Yue-bo Wu Chenming Yang Jingjing Li Yue Zhu Xu Jiang H. Duan 49 0 0 11 Aug 2020
Fully-Automated Packaging Structure Recognition in Logistics EnvironmentsIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020 Laura Dörr Felix Brandt Martin Pouls Alexander Naumann 73 15 0 11 Aug 2020
Grasping Field: Learning Implicit Representations for Human GraspsInternational Conference on 3D Vision (3DV), 2020 Korrawe Karunratanakul Jinlong Yang Yan Zhang Michael J. Black Krikamol Muandet Siyu Tang 3DH 316 241 0 10 Aug 2020
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering LossEuropean Conference on Computer Vision (ECCV), 2020 Yongqian Li Shichao Kan Zhihai He SSL 123 27 0 10 Aug 2020
Robust Validation: Confident Predictions Even When Distributions Shift Maxime Cauchois Suyash Gupta Alnur Ali John C. Duchi OOD 280 107 0 10 Aug 2020
Deep Learning-based Human Detection for UAVs with Optical and Infrared Cameras: System and Experiments Timo Hinzmann T. Stegemann Cesar Cadena Roland Siegwart 82 3 0 10 Aug 2020
T-GD: Transferable GAN-generated Images Detection FrameworkInternational Conference on Machine Learning (ICML), 2020 Hyeonseong Jeon Youngoh Bang Junyaup Kim Simon S. Woo 165 53 0 10 Aug 2020
Cooperative Bi-path Metric for Few-shot LearningACM Multimedia (ACM MM), 2020 Zeyuan Wang Yifan Zhao Jia Li Yonghong Tian 117 37 0 10 Aug 2020
A Survey on Large-scale Machine LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Meng Wang Weijie Fu Xiangnan He Shijie Hao Xindong Wu 166 138 0 10 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search MethodIEEE Access (IEEE Access), 2020 Fanghui Xue Y. Qi Jack Xin 80 4 0 10 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB ImageEuropean Conference on Computer Vision (ECCV), 2020 Gyeongsik Moon Kyoung Mu Lee 3DH 297 471 0 09 Aug 2020
Feature Space Augmentation for Long-Tailed DataEuropean Conference on Computer Vision (ECCV), 2020 Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 213 278 0 09 Aug 2020
A Unified Framework for Shot Type Classification Based on Subject Centric LensEuropean Conference on Computer Vision (ECCV), 2020 Anyi Rao Jiaze Wang Linning Xu Xuekun Jiang Qingqiu Huang Bolei Zhou Dahua Lin 162 77 0 08 Aug 2020
Online Multi-modal Person Search in VideosEuropean Conference on Computer Vision (ECCV), 2020 J. Xia Anyi Rao Qingqiu Huang Linning Xu Jiangtao Wen Dahua Lin 147 29 0 08 Aug 2020
Towards Lossless Binary Convolutional Neural Networks Using Piecewise ApproximationEuropean Conference on Artificial Intelligence (ECAI), 2020 Baozhou Zhu Zaid Al-Ars Wei Pan MQ 173 8 0 08 Aug 2020