Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?

27 November 2017

Papers citing "Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?"

50 / 287 papers shown

Title
Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges Yu Tian Gaofeng Pan Mohamed-Slim Alouini 22 43 0 10 Jun 2020
Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization Komal Chugh Parul Gupta Abhinav Dhall Ramanathan Subramanian 29 164 0 29 May 2020
Retrieving and Highlighting Action with Spatiotemporal Reference Seito Kasai Yuchi Ishikawa Masaki Hayashi Y. Aoki Kensho Hara Hirokatsu Kataoka 11 0 0 19 May 2020
Context-aware and Scale-insensitive Temporal Repetition Counting Huaidong Zhang Xuemiao Xu Guoqiang Han Shengfeng He 21 47 0 18 May 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Z. Ren Dongyan Zhao Rui Yan 23 48 0 10 May 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia Xi Ouyang Jiayu Huo L. Xia F. Shan Jun Liu ... Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang Dinggang Shen 24 312 0 06 May 2020
Multiresolution and Multimodal Speech Recognition with Transformers Georgios Paraskevopoulos Srinivas Parthasarathy Aparna Khare Shiva Sundaram 25 29 0 29 Apr 2020
Low-latency hand gesture recognition with a low resolution thermal imager Maarten Vandersteegen Wouter Reusen Kristof Van Beeck 24 15 0 24 Apr 2020
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review Ajian Liu Xuan Li Jun Wan Sergio Escalera Hugo Jair Escalante ... Qiaoning Yuan Ruikun Yang Benjia Zhou G. Guo Stan Z. Li CVBM 35 76 0 23 Apr 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 43 13 0 20 Apr 2020
Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs? Hirokatsu Kataoka Tenga Wakamiya Kensho Hara Y. Satoh 3DPC 31 87 0 10 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 73 1,001 0 09 Apr 2020
Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models Liam Hiley Alun D. Preece Y. Hicks Supriyo Chakraborty Prudhvi K. Gurram Richard J. Tomsett FAtt 25 14 0 31 Mar 2020
Learning Interactions and Relationships between Movie Characters Anna Kukleva Makarand Tapaswi Ivan Laptev 41 51 0 29 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 211 233 0 16 Mar 2020
PANDA: A Gigapixel-level Human-centric Video Dataset Xueyan Wang Xiya Zhang Yinheng Zhu Yuchen Guo Xiaoyun Yuan ... Zerun Wang Guiguang Ding D. Brady Qionghai Dai Lu Fang VGen 44 79 0 10 Mar 2020
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Elad Amrani Rami Ben-Ari Daniel Rotman A. Bronstein 17 121 0 06 Mar 2020
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Biagio Brattoli Joseph Tighe Fedor Zhdanov Pietro Perona Krzysztof Chalupka VLM 137 127 0 03 Mar 2020
Joint 2D-3D Breast Cancer Classification G. Liang Xiaoqin Wang Yu Zhang Xin Xing Hunter Blanton Tawfiq Salem Nathan Jacobs 23 39 0 27 Feb 2020
Object Relational Graph with Teacher-Recommended Learning for Video Captioning Ziqi Zhang Yaya Shi Chunfen Yuan Bing Li Peijin Wang Weiming Hu Zhengjun Zha VLM 37 271 0 26 Feb 2020
Deep learning predicts total knee replacement from magnetic resonance images Aniket A. Tolpadi Jinhee J. Lee V. Pedoia S. Majumdar MedIm AI4CE 13 95 0 24 Feb 2020
Fine-Grained Instance-Level Sketch-Based Video Retrieval Peng Xu Kun Liu Tao Xiang Timothy M. Hospedales Zhanyu Ma Jun Guo Yi-Zhe Song 32 32 0 21 Feb 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos Sicheng Zhao Yunsheng Ma Yang Gu Jufeng Yang Tengfei Xing Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 16 98 0 12 Feb 2020
$Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos$ Weakly-Supervised Multi-Person Action Recognition in 360 $^{\circ}$ Videos Junnan Li Jianquan Liu Yongkang Wong Shoji Nishimura Mohan S. Kankanhalli 28 13 0 09 Feb 2020
Solving Raven's Progressive Matrices with Neural Networks Tao Zhuo Mohan S. Kankanhalli 27 26 0 05 Feb 2020
3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos Shikha Dubey Abhijeet Boragule M. Jeon 26 29 0 04 Feb 2020
STAViS: Spatio-Temporal AudioVisual Saliency Network A. Tsiami Petros Koutras Petros Maragos 27 73 0 09 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 51 775 0 01 Jan 2020
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 33 96 0 09 Dec 2019
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory Julien Herrmann Olivier Beaumont Lionel Eyraud-Dubois J. Herrmann Alexis Joly Alena Shilova BDL 31 29 0 27 Nov 2019
Reinventing 2D Convolutions for 3D Images Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni 16 11 0 24 Nov 2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 28 143 0 15 Nov 2019
Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding Yi-Chieh Liu Yung-An Hsieh Min-Hung Chen Chao-Han Huck Yang Jesper N. Tegnér Y. Tsai 37 19 0 06 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 18 2 0 04 Nov 2019
Transformer-based Cascaded Multimodal Speech Translation Zixiu "Alex" Wu Ozan Caglayan Julia Ive Josiah Wang Lucia Specia 25 7 0 29 Oct 2019
Human Action Recognition in Drone Videos using a Few Aerial Training Examples Waqas Sultani M. Shah 27 46 0 22 Oct 2019
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 14 28 0 21 Oct 2019
Graph-based Spatial-temporal Feature Learning for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos 25 26 0 08 Oct 2019
Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels Daniel Y. Fu Will Crichton James Hong Xinwei Yao Haotian Zhang A. Truong A. Narayan Maneesh Agrawala Christopher Ré Kayvon Fatahalian 19 48 0 07 Oct 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 130 150 0 28 Sep 2019
Class Feature Pyramids for Video Explanation Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Poppe R. Veltkamp FAtt 33 18 0 18 Sep 2019
Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos Okan Kopuklu Fabian Herzog Gerhard Rigoll 19 6 0 11 Sep 2019
Extreme Low Resolution Activity Recognition with Confident Spatial-Temporal Attention Transfer Yucai Bai Qinglong Zou Xieyuanli Chen Lingxi Li Zhengming Ding Long Chen 18 3 0 09 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 21 3 0 07 Sep 2019
ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DV 3DPC 25 56 0 03 Sep 2019
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 28 149 0 15 Aug 2019
Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles Dong Cao Lisha Xu 17 2 0 15 Aug 2019
Predicting Actions to Help Predict Translations Zixiu "Alex" Wu Julia Ive Josiah Wang Pranava Madhyastha Lucia Specia 17 7 0 05 Aug 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Chong Chen Rahul Sukthankar M. Shah 24 27 0 21 Jul 2019
Profiling based Out-of-core Hybrid Method for Large Neural Networks Yuki Ito Haruki Imai Tung D. Le Yasushi Negishi K. Kawachiya R. Matsumiya Toshio Endo 24 9 0 11 Jul 2019