Title
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 22 505 0 22 Mar 2019
SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding Ilke Demir Camilla Hahn Kathryn Leonard Géraldine Morin Dana Rahbani A. Panotopoulou Amélie Fondevilla Elena Balashova Bastien Durix Adam Kortylewski 3DPC 24 32 0 21 Mar 2019
Progressive Sparse Local Attention for Video object detection Chaoxu Guo Bin Fan Jie Gu Qian Zhang Shiming Xiang V. Prinet Chunhong Pan 24 85 0 21 Mar 2019
Localization of Unmanned Aerial Vehicles in Corridor Environments using Deep Learning R. P. Padhy Shahzad Ahmad Sachin Verma Pankaj K. Sa Sambit Bakshi 31 6 0 21 Mar 2019
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction Chen-Hsuan Lin Oliver Wang Bryan C. Russell Eli Shechtman Vladimir G. Kim Matthew Fisher Simon Lucey 24 66 0 20 Mar 2019
Segmentation-Based Deep-Learning Approach for Surface-Defect Detection Domen Tabernik Samo Sela J. Skvarc D. Skočaj 19 677 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 22 68 0 20 Mar 2019
Class-incremental Learning via Deep Model Consolidation Junting Zhang Jie Zhang Shalini Ghosh Dawei Li Serafettin Tasci Larry Heck Heming Zhang C.-C. Jay Kuo CLL 27 335 0 19 Mar 2019
Unsupervised Part-Based Disentangling of Object Shape and Appearance Dominik Lorenz Leonard Bereska Timo Milbich Bjorn Ommer OCL DRL 33 147 0 16 Mar 2019
Improving Strong-Scaling of CNN Training by Exploiting Finer-Grained Parallelism Nikoli Dryden N. Maruyama Tom Benson Tim Moon M. Snir B. Van Essen 33 49 0 15 Mar 2019
Adversarial Networks for Camera Pose Regression and Refinement Mai Bui Christoph Baur Nassir Navab Slobodan Ilic Shadi Albarqouni GAN 30 20 0 15 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 51 2,003 0 15 Mar 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 34 20 0 15 Mar 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 28 382 0 14 Mar 2019
RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura Míriam Bellver Andreu Girbau Amaia Salvador F. Marqués Xavier Giró-i-Nieto VOS 27 229 0 13 Mar 2019
Hardness-Aware Deep Metric Learning Wenzhao Zheng Zhaodong Chen Jiwen Lu Jie Zhou 23 171 0 13 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 15 31 0 13 Mar 2019
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification Weijie Chen Di Xie Yuan Zhang Shiliang Pu 30 80 0 13 Mar 2019
Open-Set Recognition Using Intra-Class Splitting Patrick Schlachter Yiwen Liao Bin Yang BDL MQ VLM 25 32 0 12 Mar 2019
GOGGLES: Automatic Image Labeling with Affinity Coding Nilaksh Das Sanya Chaba Renzhi Wu Sakshi Gandhi Duen Horng Chau Xu Chu VLM 27 33 0 11 Mar 2019
Learning to Paint With Model-based Deep Reinforcement Learning Zhewei Huang Wen Heng Shuchang Zhou GAN 24 153 0 11 Mar 2019
Image Privacy Prediction Using Deep Neural Networks Ashwini Tonge Cornelia Caragea 21 52 0 08 Mar 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 49 372 0 08 Mar 2019
Deep CNN-based Multi-task Learning for Open-Set Recognition Poojan Oza Vishal M. Patel 24 35 0 07 Mar 2019
A Learnable ScatterNet: Locally Invariant Convolutional Layers Fergal Cotter N. Kingsbury 23 22 0 07 Mar 2019
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples Eleni Triantafillou Tyler Lixuan Zhu Vincent Dumoulin Pascal Lamblin Utku Evci ... Ross Goroshin Carles Gelada Kevin Swersky Pierre-Antoine Manzagol Hugo Larochelle 56 612 0 07 Mar 2019
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Weifeng Ge Xiangru Lin Yizhou Yu 42 255 0 07 Mar 2019
Mean-field Analysis of Batch Normalization Ming-Bo Wei J. Stokes D. Schwab MLT 33 8 0 06 Mar 2019
Defining Image Memorability using the Visual Memory Schema Erdem Akagündüz A. Bors K. Evans 17 28 0 05 Mar 2019
TableBank: A Benchmark Dataset for Table Detection and Recognition Minghao Li Lei Cui Shaohan Huang Furu Wei M. Zhou Zhoujun Li LMTD 30 169 0 05 Mar 2019
Collaborative Spatio-temporal Feature Learning for Video Action Recognition Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 27 82 0 04 Mar 2019
Complement Objective Training Hao-Yun Chen Pei-Hsin Wang Chun-Hao Liu Shih-Chieh Chang Jia Pan Yutian Chen Wei Wei Da-Cheng Juan AAML 25 46 0 04 Mar 2019
A Behavioral Approach to Visual Navigation with Graph Localization Networks Kevin Chen Juan Pablo de Vicente G. Sepulveda Fei Xia Á. Soto Marynel Vázquez Silvio Savarese GNN 20 100 0 01 Mar 2019
Learning To Follow Directions in Street View Karl Moritz Hermann Mateusz Malinowski Piotr Wojciech Mirowski Andras Banki-Horvath Keith Anderson R. Hadsell SSL 32 66 0 01 Mar 2019
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets Viktor Varkarakis S. Bazrafkan Peter Corcoran CVBM 24 42 0 01 Mar 2019
A Deep DUAL-PATH Network for Improved Mammogram Image Processing Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson AI4CE 19 21 0 01 Mar 2019
Lung CT Imaging Sign Classification through Deep Learning on Small Data Guocai He 21 7 0 01 Mar 2019
From Visual to Acoustic Question Answering Jerome Abdelnour G. Salvi Jean Rouat 27 3 0 28 Feb 2019
Biometric Presentation Attack Detection: Beyond the Visible Spectrum Ruben Tolosana M. Gomez-Barrero Christoph Busch J. Ortega-Garcia AAML 27 75 0 28 Feb 2019
What you get is not always what you see: pitfalls in solar array assessment using overhead imagery Wei Hu Kyle Bradbury Jordan M. Malof Boning Li Bohao Huang Artem Streltsov K. Fujita B. Hoen 25 16 0 28 Feb 2019
Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant Embeddings Olga Moskvyak Frederic Maire A. Armstrong Feras Dayoub Mahsa Baktash 22 37 0 28 Feb 2019
Dynamic Deep Multi-modal Fusion for Image Privacy Prediction Ashwini Tonge Cornelia Caragea 19 32 0 27 Feb 2019
StyleRemix: An Interpretable Representation for Neural Image Style Transfer Hongmin Xu Qiang Li Wenbo Zhang Wen Zheng 42 5 0 27 Feb 2019
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning Nayyer Aafaq Naveed Akhtar Wen Liu Syed Zulqarnain Gilani Ajmal Mian 36 204 0 27 Feb 2019
FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning P. Whatmough Chuteng Zhou Patrick Hansen S. Venkataramanaiah Jae-sun Seo Matthew Mattina 20 57 0 27 Feb 2019
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn Sebastian Lapuschkin S. Wäldchen Alexander Binder G. Montavon Wojciech Samek K. Müller 17 996 0 26 Feb 2019
IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition Ke Yang Peng Qiao Dongsheng Li Y. Dou ViT 35 8 0 26 Feb 2019
Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network Yechong Huang Jiahang Xu Lihao Liu Tong Tong Xiahai Zhuang the Alzheimer's Disease Neuroimaging Initiative MedIm 19 211 0 26 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 43 4,004 0 25 Feb 2019
Towards Corner Case Detection for Autonomous Driving Jan-Aike Termöhlen Andreas Bär Daniel Lipinski Tim Fingscheidt AAML 27 95 0 25 Feb 2019