Title
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Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 39 39 0 01 Mar 2016
Seq-NMS for Video Object Detection Wei Han Pooya Khorrami T. Paine Prajit Ramachandran Mohammad Babaeizadeh Humphrey Shi Jianan Li Shuicheng Yan Thomas S. Huang 24 301 0 26 Feb 2016
We don't need no bounding-boxes: Training object class detectors using only human verification Dim P. Papadopoulos J. Uijlings Frank Keller V. Ferrari VLM ObjD 26 138 0 26 Feb 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 32 37 0 26 Feb 2016
Automatic Moth Detection from Trap Images for Pest Management Weiguang Ding Graham W. Taylor 17 305 0 24 Feb 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 191 14,163 0 23 Feb 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 25 242 0 21 Feb 2016
On the Use of Deep Learning for Blind Image Quality Assessment Simone Bianco Luigi Celona Paolo Napoletano Raimondo Schettini VLM 33 336 0 17 Feb 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 45 1,482 0 14 Feb 2016
Global Deconvolutional Networks for Semantic Segmentation Vladimir Nekrasov Janghoon Ju Jaesik Choi SSeg 31 12 0 12 Feb 2016
Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks Anh Totti Nguyen J. Yosinski Jeff Clune 28 324 0 11 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 46 571 0 10 Feb 2016
A Theory of Generative ConvNet Jianwen Xie Yang Lu Song-Chun Zhu Ying Nian Wu DiffM GAN 50 318 0 10 Feb 2016
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 847 0 09 Feb 2016
Recognition of Visually Perceived Compositional Human Actions by Multiple Spatio-Temporal Scales Recurrent Neural Networks Haanvid Lee Minju Jung Jun Tani 30 20 0 05 Feb 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 4 2,045 0 04 Feb 2016
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification Keiller Nogueira O. A. B. Penatti J. A. dos Santos 28 831 0 04 Feb 2016
Visual descriptors for content-based retrieval of remote sensing images Paolo Napoletano 25 116 0 02 Feb 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 119 2,412 0 28 Jan 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 275 2,554 0 25 Jan 2016
Relief R-CNN : Utilizing Convolutional Features for Fast Object Detection Guiying Li Junlong Liu Chunhui Jiang Liangpeng Zhang Minlong Lin Ke Tang ObjD 29 7 0 25 Jan 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 35 216 0 25 Jan 2016
PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors Vassileios Balntas Edward Johns Lilian Tang K. Mikolajczyk 20 172 0 19 Jan 2016
Multimodal Pivots for Image Caption Translation Julian Hitschler Shigehiko Schamoni Stefan Riezler 38 97 0 15 Jan 2016
Using Filter Banks in Convolutional Neural Networks for Texture Classification Vincent Andrearczyk P. Whelan 3DV 30 250 0 12 Jan 2016
Exploiting Local Structures with the Kronecker Layer in Convolutional Networks Shuchang Zhou Jia-Nan Wu Yuxin Wu Xinyu Zhou 27 40 0 31 Dec 2015
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses Jiaqian Yu Matthew Blaschko 35 38 0 24 Dec 2015
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 593 192,091 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 161 27,167 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 34 457 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