Title
Learning language through picturesAnnual Meeting of the Association for Computational Linguistics (ACL), 2015 Grzegorz Chrupała Ákos Kádár Afra Alishahi VLM SSL 193 66 0 11 Jun 2015
Constrained Convolutional Neural Networks for Weakly Supervised SegmentationIEEE International Conference on Computer Vision (ICCV), 2015 Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 351 636 0 11 Jun 2015
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation Angeliki Lazaridou T. Nguyen Raffaella Bernardi Marco Baroni 84 6 0 10 Jun 2015
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop Feng Yu Ari Seff Yinda Zhang Shuran Song Thomas Funkhouser Jianxiong Xiao 316 2,506 0 10 Jun 2015
Permutation Search Methods are Efficient, Yet Faster Search is PossibleProceedings of the VLDB Endowment (PVLDB), 2015 Bilegsaikhan Naidan Leonid Boytsov Eric Nyberg 188 57 0 10 Jun 2015
Deep SimNetsComputer Vision and Pattern Recognition (CVPR), 2015 Nadav Cohen Or Sharir Amnon Shashua 162 46 0 09 Jun 2015
You Only Look Once: Unified, Real-Time Object DetectionComputer Vision and Pattern Recognition (CVPR), 2015 Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 1.3K 41,694 0 08 Jun 2015
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in VideoACM Multimedia (ACM MM), 2015 Guangnan Ye Yitong Li Hongliang Xu Dong Liu Shih-Fu Chang 125 120 0 08 Jun 2015
What's the Point: Semantic Segmentation with Point SupervisionEuropean Conference on Computer Vision (ECCV), 2015 Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 359 1,053 0 06 Jun 2015
Spatial Transformer NetworksNeural Information Processing Systems (NeurIPS), 2015 Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 1.3K 7,780 0 05 Jun 2015
Monocular SLAM Supported Object Recognition Sudeep Pillai J. Leonard 145 140 0 04 Jun 2015
Classification with many classes: challenges and pluses F. Abramovich Marianna Pensky 108 9 0 04 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015 Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 1.3K 68,421 0 04 Jun 2015
Cyclical Learning Rates for Training Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2015 L. Smith ODL 628 2,751 0 03 Jun 2015
Understanding deep features with computer-generated imageryIEEE International Conference on Computer Vision (ICCV), 2015 Mathieu Aubry Bryan C. Russell 158 151 0 03 Jun 2015
Visual Search at PinterestKnowledge Discovery and Data Mining (KDD), 2015 Yushi Jing David C. Liu Dmitry Kislyuk Andrew Zhai Jiajing Xu Jeff Donahue Sarah Tavel VLM 195 151 0 28 May 2015
Training a Convolutional Neural Network for Appearance-Invariant Place Recognition Ruben Gomez-Ojeda Manuel López-Antequera N. Petkov Javier González Jiménez 81 72 0 27 May 2015
Texture Synthesis Using Convolutional Neural Networks Leon A. Gatys Alexander S. Ecker Matthias Bethge 3DV 142 132 0 27 May 2015
Accelerating Very Deep Convolutional Networks for Classification and DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015 Xinming Zhang Jianhua Zou Kaiming He Jian Sun 222 823 0 26 May 2015
Object-Proposal Evaluation Protocol is 'Gameable'Computer Vision and Pattern Recognition (CVPR), 2015 Neelima Chavali Harsh Agrawal Aroma Mahendru Dhruv Batra 290 84 0 21 May 2015
GazeDPM: Early Integration of Gaze Information in Deformable Part Models I. Shcherbatyi Andreas Bulling Mario Fritz 126 10 0 21 May 2015
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question AnsweringNeural Information Processing Systems (NeurIPS), 2015 Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang Wenyuan Xu 195 516 0 21 May 2015
DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character RecognitionPattern Recognition (PR), 2015 Weixin Yang Lianwen Jin Dacheng Tao Zecheng Xie Ziyong Feng 467 133 0 20 May 2015
Multi-scale recognition with DAG-CNNsIEEE International Conference on Computer Vision (ICCV), 2015 Songfan Yang Deva Ramanan BDL 111 209 0 20 May 2015
Image Reconstruction from Bag-of-Visual-Words Hiroharu Kato Tatsuya Harada 181 85 0 19 May 2015
High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps Zhuoyao Zhong Lianwen Jin Zecheng Xie 140 299 0 19 May 2015
Character-level Chinese Writer Identification using Path Signature Feature, DropStroke and Deep CNN Weixin Yang Lianwen Jin Manfei Liu 184 12 0 19 May 2015
Improving Image Classification with Location Context K. Tang Manohar Paluri Li Fei-Fei Rob Fergus Lubomir D. Bourdev SSL 143 127 0 14 May 2015
Training Deeper Convolutional Networks with Deep Supervision Liwei Wang Chen-Yu Lee Zhuowen Tu Svetlana Lazebnik 120 211 0 11 May 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 301 749 0 08 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 175 543 0 07 May 2015
Language Models for Image Captioning: The Quirks and What Works Jacob Devlin Hao Cheng Hao Fang Saurabh Gupta Li Deng Xiaodong He Geoffrey Zweig Margaret Mitchell 229 287 0 07 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 283 564 0 07 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 232 389 0 07 May 2015
A Deeper Look at Dataset Bias Tatiana Tommasi Novi Patricia Barbara Caputo Tinne Tuytelaars 209 343 0 06 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 353 627 0 05 May 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 267 3,092 0 05 May 2015
Unsupervised Learning of Visual Representations using Videos Xinyu Wang Abhinav Gupta SSL 227 231 0 04 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 340 1,464 0 03 May 2015
Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models Tejaswi Nimmagadda Anima Anandkumar OCL 85 9 0 02 May 2015
Object-Scene Convolutional Neural Networks for Event Recognition in Images Limin Wang Zhe Wang Wenbin Du Yu Qiao 146 69 0 02 May 2015
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions Mikhail Figurnov Aizhan Ibraimova Dmitry Vetrov Pushmeet Kohli 151 140 0 30 Apr 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 424 188 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 177 146 0 29 Apr 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 604 1,984 0 29 Apr 2015
Becoming the Expert - Interactive Multi-Class Machine Teaching Edward Johns Oisin Mac Aodha Gabriel J. Brostow 157 75 0 28 Apr 2015
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing Amir-Hossein Bakhtiary Àgata Lapedriza David Masip 100 10 0 28 Apr 2015
Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection David Novotny Jirí Matas 139 8 0 27 Apr 2015
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images Junhua Mao Xu Wei Yi Yang Jiang Wang Zhiheng Huang Alan Yuille 154 160 0 25 Apr 2015
Situational Object Boundary Detection J. Uijlings V. Ferrari 120 30 0 24 Apr 2015