Title
The Power of Sparsity in Convolutional Neural Networks Soravit Changpinyo Mark Sandler A. Zhmoginov 22 132 0 21 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 387 10,658 0 19 Feb 2017
Learning to Detect Human-Object Interactions Yu-Wei Chao Yunfan Liu Michael Xieyang Liu Huayi Zeng Jia Deng 28 503 0 17 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 34 507 0 17 Feb 2017
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis L. Zintgraf Taco S. Cohen T. Adel Max Welling FAtt 40 706 0 15 Feb 2017
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition Navaneeth Bodla Jingxiao Zheng Hongyu Xu Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 37 65 0 15 Feb 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 35 21 0 12 Feb 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 65 668 0 09 Feb 2017
Representations of language in a model of visually grounded speech signal Grzegorz Chrupała Lieke Gelderloos Afra Alishahi 41 131 0 07 Feb 2017
Multilingual Multi-modal Embeddings for Natural Language Processing Iacer Calixto Qun Liu N. Campbell 24 19 0 03 Feb 2017
Deep Learning with Low Precision by Half-wave Gaussian Quantization Zhaowei Cai Xiaodong He Jian Sun Nuno Vasconcelos MQ 50 504 0 03 Feb 2017
Video Salient Object Detection via Fully Convolutional Networks Wenguan Wang Jianbing Shen Ling Shao 51 567 0 02 Feb 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 40 534 0 02 Feb 2017
HashNet: Deep Learning to Hash by Continuation Zhangjie Cao Mingsheng Long Jianmin Wang Philip S. Yu 42 616 0 02 Feb 2017
Deep Learning the Indus Script S. Palaniappan Ronojoy Adhikari AI4CE 24 10 0 02 Feb 2017
Learning to Compose with Professional Photographs on the Web Yi-Ling Chen Jan P. Klopp Min Sun Shao-Yi Chien K. Ma 16 87 0 01 Feb 2017
Mixed Low-precision Deep Learning Inference using Dynamic Fixed Point Naveen Mellempudi Abhisek Kundu Dipankar Das Dheevatsa Mudigere Bharat Kaul MQ 35 30 0 31 Jan 2017
Faceness-Net: Face Detection through Deep Facial Part Responses Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 20 138 0 29 Jan 2017
Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations Ilke Çugu Eren Sener Çagri Erciyes Burak Balci Emre Akin Itir Önal A. Akyüz 13 15 0 28 Jan 2017
Universal representations:The missing link between faces, text, planktons, and cat breeds Hakan Bilen Andrea Vedaldi 38 147 0 25 Jan 2017
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim M. Bagheri Isabella Nogues Jianhua Yao Ronald M. Summers 29 40 0 23 Jan 2017
Incorporating Global Visual Features into Attention-Based Neural Machine Translation Iacer Calixto Qun Liu Nick Campbell 32 154 0 23 Jan 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 45 381 0 19 Jan 2017
Pixel Objectness S. Jain Bo Xiong Kristen Grauman 27 37 0 19 Jan 2017
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval Veronika Cheplygina Xuemin Lin D. Lynch Weinan Zhang 20 156 0 18 Jan 2017
Complex Event Recognition from Images with Few Training Examples Unaiza Ahsan Chen Sun James Hays Irfan Essa 28 25 0 17 Jan 2017
Human perception in computer vision Ron Dekel OOD 29 9 0 17 Jan 2017
Deep Learning for Computational Chemistry Garrett B. Goh Nathan Oken Hodas Abhinav Vishnu AI4CE 23 674 0 17 Jan 2017
Learning to Invert: Signal Recovery via Deep Convolutional Networks Ali Mousavi Richard G. Baraniuk 29 285 0 14 Jan 2017
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing Ehsan Jahangiri E. Yoruk René Vidal L. Younes D. Geman 27 10 0 09 Jan 2017
On Classification of Distorted Images with Deep Convolutional Neural Networks Yiren Zhou Sibo Song Ngai-Man Cheung 23 115 0 08 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 35 193 0 07 Jan 2017
Towards Accurate Multi-person Pose Estimation in the Wild George Papandreou Tyler Lixuan Zhu Nori Kanazawa Alexander Toshev Jonathan Tompson C. Bregler Kevin Patrick Murphy 3DH 43 805 0 06 Jan 2017
Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection Monit Shah Singh Vinaychandran Pondenkandath Bo Zhou P. Lukowicz Marcus Liwicki 30 75 0 04 Jan 2017
Constrained Deep Weak Supervision for Histopathology Image Segmentation Zhipeng Jia Xingyi Huang E. Chang Yan Xu 40 218 0 03 Jan 2017
Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su Xiatian Zhu S. Gong 30 87 0 29 Dec 2016
Learning Visual N-Grams from Web Data Ang Li Allan Jabri Armand Joulin Laurens van der Maaten VLM 29 136 0 29 Dec 2016
Meta-Unsupervised-Learning: A supervised approach to unsupervised learning Vikas Garg Adam Tauman Kalai SSL 29 5 0 29 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 92 15,503 0 25 Dec 2016
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 23 969 0 23 Dec 2016
Hardware for Machine Learning: Challenges and Opportunities Vivienne Sze Yu-hsin Chen Joel S. Einer Amr Suleiman Zhengdong Zhang 22 77 0 22 Dec 2016
Personalized Video Recommendation Using Rich Contents from Videos Xingzhong Du Hongzhi Yin Ling-Hao Chen Yang Wang Yi Yang Xiaofang Zhou VGen 25 10 0 21 Dec 2016
Action-Driven Object Detection with Top-Down Visual Attentions Donggeun Yoo Sunggyun Park K. Paeng Joon-Young Lee In So Kweon ObjD 21 6 0 20 Dec 2016
Deep Motion Features for Visual Tracking Susanna Gladh Martin Danelljan Fahad Shahbaz Khan Michael Felsberg 33 89 0 20 Dec 2016
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 36 523 0 19 Dec 2016
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 35 767 0 19 Dec 2016
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Tran Minh Quan David Grant Colburn Hildebrand W. Jeong 24 237 0 16 Dec 2016
Scale Coding Bag of Deep Features for Human Attribute and Action Recognition Fahad Shahbaz Khan Joost van de Weijer Rao Muhammad Anwer Andrew D. Bagdanov Michael Felsberg Jorma T. Laaksonen 34 30 0 14 Dec 2016
The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta GNN OCL 41 345 0 14 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 27 458 0 13 Dec 2016