Title
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 36 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 56 613 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 30 170 0 05 Mar 2019
How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN Zheng Li Chengyu Hu Yang Zhang Shanqing Guo AAML 16 170 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 27 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 1,000 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 4,007 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
Quantifying Perceptual Distortion of Adversarial Examples Matt Jordan N. Manoj Surbhi Goel A. Dimakis 19 39 0 21 Feb 2019
Deep Discriminative Representation Learning with Attention Map for Scene Classification Jun Yu Li Daoyu Lin Yang Wang Guangluan Xu C. Ding 36 81 0 21 Feb 2019
$Error bounds for approximations with deep ReLU neural networks in $W^{s,p}$ norms$ Error bounds for approximations with deep ReLU neural networks in $W^{s,p}$ norms Ingo Gühring Gitta Kutyniok P. Petersen 28 199 0 21 Feb 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 46 991 0 21 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 16 22 0 20 Feb 2019
Adaptive Cross-Modal Few-Shot Learning Chen Xing Negar Rostamzadeh Boris N. Oreshkin Pedro H. O. Pinheiro 36 271 0 19 Feb 2019
WIDER Face and Pedestrian Challenge 2018: Methods and Results Chen Change Loy Dahua Lin Wanli Ouyang Yuanjun Xiong Shuo Yang ... Qiaokang Xie Ziyang Wu Lei Lu Yiheng Liu Wen-gang Zhou CVBM 18 37 0 19 Feb 2019
Semantically Interpretable and Controllable Filter Sets Mohit Prabhushankar Gukyeong Kwon Dogancan Temel G. Al-Regib 17 4 0 17 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 24 1,419 0 16 Feb 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 15 110 0 14 Feb 2019
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Colin Samplawski H. Kwon Erik Learned-Miller Benjamin M. Marlin VLM 24 1 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 40 1,667 0 13 Feb 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 34 0 0 13 Feb 2019