Title
An empirical analysis of the optimization of deep network loss surfaces Daniel Jiwoong Im Michael Tao K. Branson ODL 35 62 0 13 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 25 1,363 0 12 Dec 2016
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification Maksim Lapin Matthias Hein Bernt Schiele 41 102 0 12 Dec 2016
Multiple Instance Learning: A Survey of Problem Characteristics and Applications M. Carbonneau Veronika Cheplygina Eric Granger G. Gagnon 23 617 0 11 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 29 71 0 10 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 273 21,878 0 09 Dec 2016
Clipper: A Low-Latency Online Prediction Serving System D. Crankshaw Xin Wang Giulio Zhou Michael Franklin Joseph E. Gonzalez Ion Stoica 32 672 0 09 Dec 2016
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 36 1,451 0 07 Dec 2016
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 27 18 0 07 Dec 2016
Learning Diverse Image Colorization Aditya Deshpande Jiajun Lu Mao-Chuang Yeh Min Jin Chong David A. Forsyth GAN 19 192 0 06 Dec 2016
A Probabilistic Framework for Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL 37 68 0 06 Dec 2016
FMA: A Dataset For Music Analysis M. Defferrard Kirell Benzi P. Vandergheynst Xavier Bresson 15 428 0 06 Dec 2016
Towards the Limit of Network Quantization Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 22 191 0 05 Dec 2016
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 287 5,707 0 05 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
Deep Metric Learning via Facility Location Hyun Oh Song Stefanie Jegelka V. Rathod Kevin Patrick Murphy 35 23 0 05 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 46 822 0 04 Dec 2016
Trained Ternary Quantization Chenzhuo Zhu Song Han Huizi Mao W. Dally MQ 92 1,035 0 04 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 29 223 0 02 Dec 2016
Guided Open Vocabulary Image Captioning with Constrained Beam Search Peter Anderson Basura Fernando Mark Johnson Stephen Gould 35 232 0 02 Dec 2016
Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks Daniel Levy Arzav Jain MedIm 29 206 0 02 Dec 2016
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference Yaman Umuroglu Nicholas J. Fraser Giulio Gambardella Michaela Blott Philip H. W. Leong Magnus Jahre K. Vissers MQ 53 985 0 01 Dec 2016
In Teacher We Trust: Learning Compressed Models for Pedestrian Detection Jonathan Shen Noranart Vesdapunt Vishnu Boddeti Kris Kitani 19 29 0 01 Dec 2016
Generalizing Skills with Semi-Supervised Reinforcement Learning Chelsea Finn Tianhe Yu Justin Fu Pieter Abbeel Sergey Levine OffRL SSL 35 68 0 01 Dec 2016
Playing Doom with SLAM-Augmented Deep Reinforcement Learning Shehroze Bhatti Alban Desmaison O. Mikšík Nantas Nardelli N. Siddharth Philip Torr OffRL 35 69 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,498 0 30 Nov 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 29 2,564 0 30 Nov 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 46 780 0 30 Nov 2016
Attend in groups: a weakly-supervised deep learning framework for learning from web data Bohan Zhuang Lingqiao Liu Yao Li Chunhua Shen Ian Reid NoLa 24 89 0 30 Nov 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 31 666 0 29 Nov 2016
Learning Features of Music from Scratch John Thickstun Zaïd Harchaoui Sham Kakade 27 201 0 29 Nov 2016
Gossip training for deep learning Michael Blot David Picard Matthieu Cord Nicolas Thome FedML 32 112 0 29 Nov 2016
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 40 550 0 29 Nov 2016
Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce Tom Zahavy Alessandro Magnani Abhinandan Krishnan Shie Mannor 35 63 0 29 Nov 2016
Deep Quantization: Encoding Convolutional Activations with Deep Generative Model Zhaofan Qiu Ting Yao Tao Mei DRL MQ 34 59 0 29 Nov 2016
Material Recognition from Local Appearance in Global Context Gabriel Schwartz Ko Nishino 22 27 0 28 Nov 2016
DeepSetNet: Predicting Sets with Deep Neural Networks S. Hamid Rezatofighi B. V. Kumar Anton Milan Ehsan Abbasnejad A. Dick Ian Reid BDL 34 51 0 28 Nov 2016
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 250 447 0 28 Nov 2016
Real-Time Video Highlights for Yahoo Esports Yale Song 11 14 0 27 Nov 2016
Learning an Invariant Hilbert Space for Domain Adaptation Samitha Herath Mehrtash Harandi Fatih Porikli 18 107 0 25 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 44 562 0 24 Nov 2016
Robotic Grasp Detection using Deep Convolutional Neural Networks Sulabh Kumra Christopher Kanan 40 421 0 24 Nov 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 50 427 0 23 Nov 2016
Straight to Shapes: Real-time Detection of Encoded Shapes Saumya Jetley Michael Sapienza Stuart Golodetz Philip Torr ObjD 25 50 0 23 Nov 2016
Image-based localization using LSTMs for structured feature correlation F. Walch C. Hazirbas Laura Leal-Taixé Torsten Sattler S. Hilsenbeck Daniel Cremers 44 494 0 23 Nov 2016
Learning Joint Feature Adaptation for Zero-Shot Recognition Ziming Zhang Venkatesh Saligrama 31 19 0 23 Nov 2016
Quad-networks: unsupervised learning to rank for interest point detection Nikolay Savinov Akihito Seki Lubor Ladicky Torsten Sattler Marc Pollefeys 3DPC 33 172 0 22 Nov 2016
Fast and Energy-Efficient CNN Inference on IoT Devices Mohammad Motamedi Daniel D. Fong S. Ghiasi 34 19 0 22 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 218 19,509 0 21 Nov 2016
Sampled Image Tagging and Retrieval Methods on User Generated Content Karl S. Ni Kyle Zaragoza Charles Foster C. Carrano Barry Y. Chen Yonas Tesfaye A. Gude 22 6 0 21 Nov 2016