Delving Deeper into Convolutional Networks for Learning Video Representations

19 November 2015

Aaron Courville

Papers citing "Delving Deeper into Convolutional Networks for Learning Video Representations"

50 / 243 papers shown

Title
Segmenting Medical MRI via Recurrent Decoding Cell Y. Wen Kai Xie Lianghua He MedIm 22 8 0 21 Nov 2019
MOD: A Deep Mixture Model with Online Knowledge Distillation for Large Scale Video Temporal Concept Localization Rongcheng Lin Jing Xiao Jianping Fan 8 4 0 27 Oct 2019
Object Parsing in Sequences Using CoordConv Gated Recurrent Networks Ayush Gaud Y. Harish K. M. Krishna 23 0 0 02 Oct 2019
LIP: Learning Instance Propagation for Video Object Segmentation Ye Lyu G. Vosselman Guisong Xia M. Yang VOS 21 4 0 30 Sep 2019
Temporally Consistent Depth Prediction with Flow-Guided Memory Units Chanho Eom Hyunjong Park Bumsub Ham MDE 10 14 0 16 Sep 2019
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking Anna Kukleva M. A. Khan Hafez Farazi Sven Behnke 18 6 0 05 Sep 2019
Exploiting Temporality for Semi-Supervised Video Segmentation Radu Sibechi Olaf Booij N. Baka Peter Bloem VOS 12 14 0 29 Aug 2019
Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations Shigang Li Tal Ben-Nun Salvatore Di Girolamo Dan Alistarh Torsten Hoefler 11 58 0 12 Aug 2019
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 17 107 0 12 Aug 2019
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network Tao Hu Lichao Huang Xianming Liu Han Shen 11 1 0 02 Aug 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 27 74 0 15 Jul 2019
Joint Multi-frame Detection and Segmentation for Multi-cell Tracking Zibin Zhou Fei Wang Wen Xi Hu Chen Peng Gao Chengkang He 10 29 0 26 Jun 2019
PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by Learning Guangyao Zhai L. Liu Linjiang Zhang Yong Liu 16 12 0 19 Jun 2019
Recurrent U-Net for Resource-Constrained Segmentation Wei Wang Kaicheng Yu Joachim Hugonot Pascal Fua Mathieu Salzmann 3DV SSeg 32 98 0 11 Jun 2019
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Hilde Kuehne Alexander Richard Juergen Gall 24 82 0 03 Jun 2019
Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning Wei Zhang Bairui Wang Lin Ma Wei Liu 20 67 0 03 Jun 2019
Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network Feng Mao Xiang Wu Hui Xue Rong Zhang 9 32 0 02 Jun 2019
Enhancing Salient Object Segmentation Through Attention Anuj Pahuja Avishek Majumder Anirban Chakraborty R. Venkatesh Babu 6 6 0 27 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
Memory-Attended Recurrent Network for Video Captioning Wenjie Pei Jiyuan Zhang Xiangrong Wang Lei Ke Xiaoyong Shen Yu-Wing Tai 9 200 0 10 May 2019
Multimodal Semantic Attention Network for Video Captioning Liang Sun Bing Li Chunfen Yuan Zhengjun Zha Weiming Hu 29 11 0 08 May 2019
Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning Jingwen Chen Yingwei Pan Yehao Li Ting Yao Hongyang Chao Tao Mei 21 104 0 03 May 2019
Embodied Visual Recognition Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra 32 26 0 09 Apr 2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 46 546 0 27 Feb 2019
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning Nayyer Aafaq Naveed Akhtar Wei Liu Syed Zulqarnain Gilani Ajmal Mian 31 204 0 27 Feb 2019
3D Robot Pose Estimation from 2D Images Christoph Heindl S. Zambal Thomas Pönitz A. Pichler J. Scharinger 17 15 0 13 Feb 2019
Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding Bin Kong Xin Wang Junjie Bai Yi Lu Feng Gao K. Cao Qi Song Shaoting Zhang Siwei Lyu Youbing Yin 28 3 0 29 Jan 2019
Object Discovery in Videos as Foreground Motion Clustering Christopher Xie Yu Xiang Zaïd Harchaoui Dieter Fox VOS 30 69 0 06 Dec 2018
Beyond One Glance: Gated Recurrent Architecture for Hand Segmentation Wei Wang Kaicheng Yu Joachim Hugonot Pascal Fua Mathieu Salzmann 19 4 0 27 Nov 2018
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Rongcheng Lin Jing Xiao Jianping Fan VLM 12 103 0 12 Nov 2018
Sequential anatomy localization in fetal echocardiography videos A. Patra J. A. Noble 22 8 0 28 Oct 2018
A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren Orazio Gallo Deqing Sun Ming-Hsuan Yang Erik B. Sudderth Jan Kautz 13 87 0 23 Oct 2018
Constrained-size Tensorflow Models for YouTube-8M Video Understanding Challenge Tianqi Liu Bo Liu ALM MQ 28 5 0 21 Aug 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Yanjie Wang Junbin Gao Xue Li 24 193 0 03 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing Dan Otter Julian R. Medina Jugal Kalita VLM 27 11 0 27 Jul 2018
Contrastive Video Representation Learning via Adversarial Perturbations Jue Wang A. Cherian 16 1 0 24 Jul 2018
Spatial-Temporal Synergic Residual Learning for Video Person Re-Identification Xinxing Su Yingtian Zou Yu Cheng Shuangjie Xu Mo Yu Pan Zhou 6 3 0 16 Jul 2018
The Neural Painter: Multi-Turn Image Generation Ryan Y. Benmalek Claire Cardie Serge J. Belongie Xiaodong He Jianfeng Gao MLLM 24 7 0 16 Jun 2018
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks Christian Payer Darko Štern Thomas Neff Horst Bischof M. Urschler 25 81 0 06 Jun 2018
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos Hsien-Tzu Cheng Chun-Hung Chao Jin-Dong Dong Hao-Kai Wen Tyng-Luh Liu Min Sun 27 189 0 04 Jun 2018
Video Description: A Survey of Methods, Datasets and Evaluation Metrics Nayyer Aafaq Ajmal Mian Wei Liu Syed Zulqarnain Gilani Mubarak Shah 6 91 0 01 Jun 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 16 158 0 21 May 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks W. Chen Daniel J. McDuff 3DH HAI 28 470 0 21 May 2018
Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning Wanjia Liu Huaijin Chen Rishab Goel Yuzhong Huang Ashok Veeraraghavan Ankit B. Patel OffRL 12 2 0 16 May 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 21 213 0 02 Apr 2018
Reconstruction Network for Video Captioning Bairui Wang Lin Ma Wei Zhang Wei Liu 32 317 0 30 Mar 2018
Object Detection in Videos by High Quality Object Linking Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang 30 85 0 30 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 46 116 0 28 Dec 2017