Title
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 485 3,544 0 19 May 2017
Deep Multi-view Models for Glitch Classification S. Bahaadini N. Rohani S. Coughlin M. Zevin V. Kalogera Aggelos K. Katsaggelos 87 46 0 28 Apr 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 152 600 0 27 Apr 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 188 228 0 26 Apr 2017
Tapping the sensorimotor trajectory Oswald Berthold Verena V. Hafner 96 0 0 25 Apr 2017
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition Changde Du Changying Du Jinpeng Li Wei-Long Zheng Bao-Liang Lu Huiguang He 65 9 0 25 Apr 2017
Learning weakly supervised multimodal phoneme embeddings Rahma Chaabouni Ewan Dunbar Neil Zeghidour Emmanuel Dupoux SSL 162 10 0 23 Apr 2017
Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions Amir Mazaheri Dong Zhang M. Shah 91 12 0 15 Apr 2017
Cross-media Similarity Metric Learning with Unified Deep Networks Jinwei Qi Xin Huang Yuxin Peng SSL 62 9 0 14 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 303 216 0 13 Apr 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 205 530 0 11 Apr 2017
Deep Multimodal Representation Learning from Temporal Data Xitong Yang Palghat Ramesh Radha Chitta S. Madhvanath Edgar A. Bernal Jiebo Luo AI4TS 138 102 0 11 Apr 2017
Fine-graind Image Classification via Combining Vision and Language Xiangteng He Yuxin Peng VLM 203 174 0 10 Apr 2017
Coupled Deep Learning for Heterogeneous Face Recognition Xiang Wu Lingxiao Song Ran He Tieniu Tan CVBM 285 104 0 08 Apr 2017
AMC: Attention guided Multi-modal Correlation Learning for Image Search Kan Chen Trung Bui Chen Fang Zhaowen Wang Ram Nevatia 120 38 0 03 Apr 2017
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks Jen-Cheng Hou Syu-Siang Wang Ying-Hui Lai Yu Tsao Hsiu-Wen Chang H. Wang 275 23 0 30 Mar 2017
Multimodal deep learning approach for joint EEG-EMG data compression and classification Ahmed Ben Said Amr M. Mohamed Tarek M. Elfouly Khaled A. Harras Z. J. Wang 97 83 0 27 Mar 2017
Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes Guo-Jun Qi Wen Liu Charu C. Aggarwal Thomas Huang VLM 150 55 0 22 Mar 2017
High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks Krzysztof J. Geras Stacey Wolfson Yiqiu Shen Nan Wu S. G. Kim Eric Kim Laura Heacock Ujas N Parikh Linda Moy Dong Wang 254 237 0 21 Mar 2017
Cross-modal Deep Metric Learning with Multi-task Regularization Xin Huang Yuxin Peng 62 18 0 21 Mar 2017
Learning Robust Visual-Semantic Embeddings Yifan Hao Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 139 180 0 17 Mar 2017
Sensor Fusion for Robot Control through Deep Reinforcement Learning Steven Bohez Tim Verbelen E. D. Coninck B. Vankeirsbilck Pieter Simoens Bart Dhoedt SSL 101 29 0 13 Mar 2017
Convolutional Spike Timing Dependent Plasticity based Feature Learning in Spiking Neural Networks Priyadarshini Panda G. Srinivasan Kaushik Roy 62 17 0 10 Mar 2017
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning Hao Chen Yangfu Li Jane Polak Scowcroft 75 2 0 01 Mar 2017
Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic SegmentationIEEE International Conference on Robotics and Automation (ICRA), 2017 O. Jafari Oliver Groth Alexander Kirillov M. Yang Carsten Rother 3DV 104 65 0 26 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 295 536 0 17 Feb 2017
Deep Heterogeneous Feature Fusion for Template-Based Face RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2017 Navaneeth Bodla Jingxiao Zheng Hongyu Xu Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 234 66 0 15 Feb 2017
Gated Multimodal Units for Information FusionInternational Conference on Learning Representations (ICLR), 2017 John Arevalo Thamar Solorio Manuel Montes-y-Gómez Fabio Gonzalez 501 452 0 07 Feb 2017
PCA-Initialized Deep Neural Networks Applied To Document Image AnalysisIEEE International Conference on Document Analysis and Recognition (ICDAR), 2017 Mathias Seuret Michele Alberti Rolf Ingold Marcus Liwicki ODL 96 56 0 01 Feb 2017
End-To-End Visual Speech Recognition With LSTMsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Stavros Petridis Zuwei Li Maja Pantic VLM 114 119 0 20 Jan 2017
Fusion of Heterogeneous Data in Convolutional Networks for Urban Semantic Labeling (Invited Paper)Joint Urban Remote Sensing Event (JURSE), 2017 Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 67 35 0 20 Jan 2017
Image Generation and Editing with Variational Info Generative AdversarialNetworks Mahesh Gorijala Ambedkar Dukkipati GAN 91 15 0 17 Jan 2017
Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading Chunlin Tian Weijun Ji 47 7 0 16 Jan 2017
Multi-task Learning Of Deep Neural Networks For Audio Visual Automatic Speech Recognition Abhinav Thanda S. Venkatesan CVBM 92 29 0 10 Jan 2017
Deep learning for plasma tomography using the bolometer system at JET F. Matos D. R. Ferreira P. Carvalho JET Contributors 103 47 0 02 Jan 2017
A Deep Learning Approach To Multiple Kernel FusionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016 Huan Song Jayaraman J. Thiagarajan P. Sattigeri Karthikeyan N. Ramamurthy A. Spanias 168 18 0 28 Dec 2016
DeMIAN: Deep Modality Invariant Adversarial Network Kuniaki Saito Yusuke Mukuta Yoshitaka Ushiku Tatsuya Harada VLM GAN 127 5 0 23 Dec 2016
Neural networks based EEG-Speech Models Pengfei Sun Jun Qin 75 27 0 16 Dec 2016
Deep Learning of Robotic Tasks without a Simulator using Strong and Weak Human Supervision Bar Hilleli Ran El-Yaniv 91 2 0 04 Dec 2016
Joint Visual Denoising and Classification using Deep Learning Gang Chen Yawei Li S. Srihari 78 10 0 04 Dec 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 131 67 0 29 Nov 2016
Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning Heriberto Cuayáhuitl G. Couly Clément Olalainty 103 3 0 26 Nov 2016
Robust end-to-end deep audiovisual speech recognition Ramon Sanabria Florian Metze Fernando de la Torre 121 7 0 21 Nov 2016
Joint Network based Attention for Action Recognition Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 100 8 0 16 Nov 2016
Multi-view Recurrent Neural Acoustic Word Embeddings Wanjia He Weiran Wang Karen Livescu 178 88 0 14 Nov 2016
Audio Visual Speech Recognition using Deep Recurrent Neural Networks Abhinav Thanda S. Venkatesan 96 25 0 09 Nov 2016
Multispectral Deep Neural Networks for Pedestrian Detection Jingjing Liu Shaoting Zhang Shu Wang Dimitris N. Metaxas 3DH 120 403 0 08 Nov 2016
Multi-view Generative Adversarial Networks Mickaël Chen Ludovic Denoyer GAN 136 31 0 07 Nov 2016
Joint Multimodal Learning with Deep Generative Models Masahiro Suzuki Kotaro Nakayama Y. Matsuo DRL GAN 194 238 0 07 Nov 2016
LipNet: End-to-End Sentence-level Lipreading Yannis Assael Brendan Shillingford Shimon Whiteson Nando de Freitas 233 439 0 05 Nov 2016