Title
Adaptive Object Detection Using Adjacency and Zoom Prediction Y. Lu T. Javidi Svetlana Lazebnik ObjD 34 75 0 24 Dec 2015
We Are Humor Beings: Understanding and Predicting Visual Humor Arjun Chandrasekaran Ashwin K. Vijayakumar Stanislaw Antol Joey Tianyi Zhou Dhruv Batra C. L. Zitnick Devi Parikh 34 56 0 14 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 41 1,206 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 611 192,091 0 10 Dec 2015
Learning to Point and Count Jie Shao Dequan Wang Xiangyang Xue Zheng Zhang 28 5 0 08 Dec 2015
Sparsifying Neural Network Connections for Face Recognition Yi Sun Xiaogang Wang Xiaoou Tang 3DH CVBM 32 141 0 07 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 164 27,191 0 02 Dec 2015
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Bach Alexander Binder G. Montavon K. Müller Wojciech Samek 35 199 0 01 Dec 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 77 1,162 0 24 Nov 2015
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 43 457 0 23 Nov 2015
Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Eric Tzeng Coline Devin Judy Hoffman Chelsea Finn Pieter Abbeel Sergey Levine Kate Saenko Trevor Darrell OOD 31 139 0 23 Nov 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 38 609 0 22 Nov 2015
Gradual DropIn of Layers to Train Very Deep Neural Networks L. Smith Emily M. Hand T. Doster AI4CE 37 33 0 22 Nov 2015
Data-dependent Initializations of Convolutional Neural Networks Philipp Krahenbuhl Carl Doersch Jeff Donahue Trevor Darrell VLM 47 202 0 21 Nov 2015
Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets T. Narihira Damian Borth Stella X. Yu Karl S. Ni Trevor Darrell CoGe 24 14 0 21 Nov 2015
The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition J. Krause Benjamin Sapp Andrew Howard Howard Zhou Alexander Toshev Tom Duerig James Philbin Fei-Fei Li 34 364 0 20 Nov 2015
Top-k Multiclass SVM Maksim Lapin Matthias Hein Bernt Schiele VLM 11 91 0 20 Nov 2015
A convnet for non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele 28 74 0 19 Nov 2015
Comparative Study of Deep Learning Software Frameworks S. Bahrampour Naveen Ramakrishnan Lukas Schott Mohak Shah 32 161 0 19 Nov 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 32 606 0 19 Nov 2015
Deep Manifold Traversal: Changing Labels with Convolutional Features Jacob R. Gardner P. Upchurch Matt J. Kusner Yixuan Li Kilian Q. Weinberger Kavita Bala John E. Hopcroft 34 66 0 19 Nov 2015
Training Deep Neural Networks via Direct Loss Minimization Yang Song Alex Schwing R. Zemel R. Urtasun 27 101 0 19 Nov 2015
Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks Stefan Lee Senthil Purushwalkam Michael Cogswell David J. Crandall Dhruv Batra FedML UQCV 22 311 0 19 Nov 2015
Foveation-based Mechanisms Alleviate Adversarial Examples Yan Luo Xavier Boix Gemma Roig T. Poggio Qi Zhao AAML 35 170 0 19 Nov 2015
Convolutional Clustering for Unsupervised Learning Aysegül Dündar Jonghoon Jin Eugenio Culurciello SSL 17 84 0 19 Nov 2015
Mediated Experts for Deep Convolutional Networks Aykut Erdem Winston H. Hsu 39 20 0 19 Nov 2015
Convolutional neural networks with low-rank regularization Cheng Tai Tong Xiao Yi Zhang Xiaogang Wang E. Weinan BDL 31 460 0 19 Nov 2015
SparkNet: Training Deep Networks in Spark Philipp Moritz Robert Nishihara Ion Stoica Michael I. Jordan 36 169 0 19 Nov 2015
Active Object Localization with Deep Reinforcement Learning Juan C. Caicedo Svetlana Lazebnik ObjD 29 444 0 18 Nov 2015
Staleness-aware Async-SGD for Distributed Deep Learning Wei Zhang Suyog Gupta Xiangru Lian Ji Liu 24 266 0 18 Nov 2015
Competitive Multi-scale Convolution Zhibin Liao G. Carneiro 33 44 0 18 Nov 2015
Learning Structured Inference Neural Networks with Label Relations Hexiang Hu Guang-Tong Zhou Zhiwei Deng Zicheng Liao Greg Mori NAI BDL 41 126 0 17 Nov 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 21 284 0 17 Nov 2015
Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets Patrick Judd Jorge Albericio Tayler H. Hetherington Tor M. Aamodt Natalie D. Enright Jerger R. Urtasun Andreas Moshovos 32 100 0 17 Nov 2015
Diversity Networks: Neural Network Compression Using Determinantal Point Processes Zelda E. Mariet S. Sra 30 129 0 16 Nov 2015
Learning Representations of Affect from Speech Sayan Ghosh Eugene Laksana Louis-Philippe Morency Stefan Scherer SSL 9 29 0 15 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 30 44 0 15 Nov 2015
DISC: Deep Image Saliency Computing via Progressive Representation Learning Tianshui Chen Liang Lin Lingbo Liu Xiaonan Luo Xuelong Li 19 158 0 13 Nov 2015
Unsupervised Learning of Edges Yin Li Manohar Paluri James M. Rehg Piotr Dollár SSL 21 91 0 13 Nov 2015
Natural Language Object Retrieval Ronghang Hu Huazhe Xu Marcus Rohrbach Jiashi Feng Kate Saenko Trevor Darrell ObjD 46 552 0 13 Nov 2015
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking Longyin Wen Dawei Du Zhaowei Cai Zhen Lei Ming-Ching Chang H. Qi Jongwoo Lim Ming-Hsuan Yang Siwei Lyu VOT 43 565 0 13 Nov 2015
Going Deeper in Facial Expression Recognition using Deep Neural Networks A. Mollahosseini David M. Chan Mohammad H. Mahoor 24 850 0 12 Nov 2015
Representational Distance Learning for Deep Neural Networks Patrick McClure N. Kriegeskorte 27 48 0 12 Nov 2015
Feature Learning based Deep Supervised Hashing with Pairwise Labels Wu-Jun Li Sheng Wang Wang-Cheng Kang 40 657 0 12 Nov 2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks Chen Sun Manohar Paluri R. Collobert Ram Nevatia Lubomir D. Bourdev 43 61 0 12 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 30 31 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 877 0 11 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 54 1,316 0 10 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 26 366 0 10 Nov 2015
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer Jun Xie Martin Kiefel Ming-Ting Sun Andreas Geiger ISeg 36 169 0 10 Nov 2015