Video_Classification

Video_Classification

• 2022-01-07 Video Summarization Based on Video-text Representation    Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Relation  Summarization  Video_Classification  PDF
• 2021-12-08 STAF: A Spatio-Temporal Attention Fusion Network for Few-shot Video Classification    Rex Liu, Huanle Zhang, Hamed Pirsiavash, Xin Liu arXiv_CV arXiv_CV  Embedding  3D  Pose  Classification  Few-Shot  Attention  CNN  Video_Classification  PDF
• 2021-12-02 Improved Multiscale Vision Transformers for Classification and Detection    Yanghao Li, Chao-Yuan Wu, Haoqi Fan, Karttikeya Mangalam, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Pose  Classification  Detection  Object_Detection  Attention  Video_Classification  PDF
• 2021-12-01 PreViTS: Contrastive Pretraining with Video Tracking Supervision    Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik arXiv_CV arXiv_CV  Tracking  Unsupervised  Recognition  Self-Supervised  Pose  Action  Classification  Attention  Video_Classification  PDF
• 2021-11-24 MorphMLP: A Self-Attention Free, MLP-Like Backbone for Image and Video    David Junhao Zhang, Kunchang Li, Yunpeng Chen, Yali Wang, Shashwat Chandra, Yu Qiao, Luoqi Liu, Mike Zheng Shou arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Knowledge  Pose  Classification  Attention  Image_Classification  Video_Classification  PDF
• 2021-11-14 Unsupervised Action Localization Crop in Video Retargeting for 3D ConvNets    Prithwish Jana, Swarnabja Bhaumik, Partha Pratim Mohanta arXiv_CV arXiv_CV  Surveillance  Unsupervised  3D  Salient  Action_Localization  Pose  Action  Classification  Activity  Video_Classification  PDF
• 2021-11-05 Technical Report: Disentangled Action Parsing Networks for Accurate Part-level Action Parsing    Xuanhan Wang, Xiaojia Chen, Lianli Gao, Lechao Chen, Jingkuan Song arXiv_CV arXiv_CV  Recognition  Pose  Face  Action_Recognition  Action  Classification  Detection  Object_Detection  Video_Classification  PDF
• 2021-11-01 AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling    Alexandros Stergiou, Ronald Poppe arXiv_CV arXiv_CV  Super_Resolution  Pose  Classification  Detection  Object_Detection  CNN  Video_Classification  PDF
• 2021-10-24 A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark    Zhenxi Zhu, Limin Wang, Sheng Guo, Gangshan Wu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Action  Classification  Relation  Few-Shot  Video_Classification  PDF
• 2021-10-05 Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations    Shasha Li, Abhishek Aich, Shitong Zhu, M. Salman Asif, Chengyu Song, Amit K. Roy-Chowdhury, Srikanth Krishnamurthy arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Image_Classification  Video_Classification  PDF
• 2021-09-27 Predicting Driver Self-Reported Stress by Analyzing the Road Scene    Cristina Bustos, Neska Elhaouij, Albert Sole-Ribalta, Javier Borge-Holthoefer, Agata Lapedriza, Rosalind Picard arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Classification  Image_Classification  Video_Classification  PDF
• 2021-09-16 Overview of Tencent Multi-modal Ads Video Understanding Challenge    Zhenzhi Wang, Liyu Wu, Zhimin Li, Jiangfeng Xiong, Qinglin Lu arXiv_CV arXiv_CV  Segmentation  Video_Caption  Pose  Classification  Recommendation  Video_Classification  PDF
• 2021-08-28 Goal-driven text descriptions for images    Ruotian Luo arXiv_CV arXiv_CV  Image_Caption  Recognition  Pose_Estimation  Speech  Pose  Classification  Deep_Learning  Detection  Object_Detection  Speech_Recognition  Caption  Image_Classification  Video_Classification  PDF
• 2021-08-25 A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games    Henrik Biermann, Jonas Theiner, Manuel Bassek, Dominik Raabe, Daniel Memmert, Ralph Ewerth arXiv_CV arXiv_CV  3D  Pose  Classification  Detection  Video_Classification  PDF
• 2021-08-18 Hand Hygiene Video Classification Based on Deep Learning    Rashmi Bakshi arXiv_CV arXiv_CV  Recognition  Gesture  Review  Classification  Deep_Learning  Prediction  Video_Classification  PDF
• 2021-08-10 Hand Pose Classification Based on Neural Networks    Rashmi Bakshi arXiv_CV arXiv_CV  Transfer_Learning  Gesture  Pose  Classification  Deep_Learning  Prediction  Video_Classification  PDF
• 2021-08-09 Two-stream Convolutional Networks for Multi-frame Face Anti-spoofing    Zhuoyi Zhang, Cheng Jiang, Xiya Zhong, Chang Song, Yifeng Zhang arXiv_CV arXiv_CV  Recognition  Pose  Face  Classification  Face_Recognition  CNN  Video_Classification  PDF
• 2021-08-05 Token Shift Transformer for Video Classification    Hao Zhang, Yanbin Hao, Chong-Wah Ngo arXiv_CV arXiv_CV  Transformer  Video_Caption  3D  Classification  Relation  Attention  CNN  Video_Classification  PDF
• 2021-07-26 Temporal Alignment Prediction for Few-Shot Video Classification    Fei Pan, Chunlei Xu, Jie Guo, Yanwen Guo arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Prediction  Video_Classification  PDF
• 2021-07-12 Fine-Grained AutoAugmentation for Multi-label Classification    Ya Wang, Hesen Chen, Fangyi Zhang, Yaohua Wang, Xiuyu Sun, Ming Lin, Hao Li arXiv_CV arXiv_CV  Reinforcement_Learning  Pose  Classification  Deep_Learning  Video_Classification  PDF
• 2021-07-11 Aligning Correlation Information for Domain Adaptation in Action Recognition    Yuecong Xu, Jianfei Yang, Haozhi Cao, Kezhi Mao, Jianxiong Yin, Simon See arXiv_AI arXiv_AI  Recognition  Adversarial  Pose  Action_Recognition  Action  Classification  Relation  Video_Classification  PDF
• 2021-06-30 Attention Bottlenecks for Multimodal Fusion    Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun arXiv_CV arXiv_CV  Transformer  Classification  Attention  Prediction  Video_Classification  PDF
• 2021-06-30 When Video Classification Meets Incremental Classes    Hanbin Zhao, Xin Qin, Shihao Su, Zibo Lin, Xi Li arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Video_Classification  PDF
• 2021-06-21 TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification    Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto arXiv_CV arXiv_CV  Recognition  Pose  Action  Classification  Few-Shot  Image_Classification  Inference  Video_Classification  PDF
• 2021-06-03 CT-Net: Channel Tensorization Network for Video Classification    Kunchang Li, Xianhang Li, Yali Wang, Jun Wang, Yu Qiao arXiv_CV arXiv_CV  3D  Pose  Action  Classification  Attention  CNN  Video_Classification  PDF
• 2021-05-31 A Study On the Effects of Pre-processing On Spatio-temporal Action Recognition Using Spiking Neural Networks Trained with STDP    El-Assal Mireille, Tirilly Pierre, Bilasco Ioan Marius arXiv_CV arXiv_CV  Unsupervised  Recognition  Video_Caption  Action_Recognition  Action  Classification  CNN  Video_Classification  PDF
• 2021-05-29 Unsupervised Action Segmentation with Self-supervised Feature Learning and Co-occurrence Parsing    Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong, Joseph Tighe, Charless Fowlkes arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Action  Classification  Relation  Activity  Video_Classification  PDF
• 2021-05-18 IntFormer: Predicting pedestrian intention with the aid of the Transformer architecture    J. Lorenzo, I. Parra, M. A. Sotelo arXiv_AI arXiv_AI  Transformer  Classification  CNN  Video_Classification  PDF
• 2021-05-11 Learning Implicit Temporal Alignment for Few-shot Video Classification    Songyang Zhang, Jiale Zhou, Xuming He arXiv_AI arXiv_AI  Pose  Classification  Few-Shot  Video_Classification  Matching  PDF
• 2021-04-23 VidTr: Video Transformer Without Convolutions    Xinyu Li, Yanyi Zhang, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe arXiv_CV arXiv_CV  Transformer  3D  Pose  Action  Classification  Attention  Video_Classification  PDF
• 2021-04-02 Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories    Xitong Yang, Haoqi Fan, Lorenzo Torresani, Larry Davis, Heng Wang arXiv_CV arXiv_CV  Recognition  Optimization  Pose  Action_Recognition  Action  Classification  Detection  Prediction  Video_Classification  PDF
• 2021-04-02 On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study    Miguel Rodríguez Santander, Juan Hernández Albarracín, Adín Ramírez Rivera arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Classification  Deep_Learning  Video_Classification  PDF
• 2021-03-29 ViViT: A Video Vision Transformer    Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  3D  Pose  Classification  CNN  Image_Classification  Video_Classification  PDF
• 2021-03-29 Video Classification with FineCoarse Networks    Guoxi Huang, Adrian G. Bors arXiv_CV arXiv_CV  Embedding  Pose  Classification  Video_Classification  PDF
• 2021-03-29 Classifying Video based on Automatic Content Detection Overview    Yilin Wang, Jiayi Ye arXiv_CV arXiv_CV  Review  Classification  Detection  Relation  Image_Classification  Video_Classification  PDF
• 2021-03-13 Revisiting ResNets: Improved Training and Scaling Strategies    Irwan Bello, William Fedus, Xianzhi Du, Ekin D. Cubuk, Aravind Srinivas, Tsung-Yi Lin, Jonathon Shlens, Barret Zoph arXiv_CV arXiv_CV  Self-Supervised  Classification  Video_Classification  PDF
• 2021-03-02 All at Once Network Quantization via Collaborative Knowledge Transfer    Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Naigang Wang, Bowen Pan Kailash Gopalakrishnan, Aude Oliva, Rogerio Feris, Kate Saenko arXiv_CV arXiv_CV  Quantization  Knowledge  Pose  Classification  Inference  Video_Classification  PDF
• 2021-02-17 On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification    Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Relation  Video_Classification  PDF
• 2021-02-09 Is Space-Time Attention All You Need for Video Understanding?    Gedas Bertasius, Heng Wang, Lorenzo Torresani arXiv_CV arXiv_CV  Transformer  Recognition  Video_Caption  3D  Action_Recognition  Action  Classification  Attention  CNN  Video_Classification  PDF
• 2021-02-09 Distribution Adaptive INT8 Quantization for Training CNNs    Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu arXiv_AI arXiv_AI  Quantization  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  Inference  Video_Classification  PDF
• 2021-02-09 RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs    Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard Hartley arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  3D  Optimization  Classification  CNN  Video_Classification  Matching  PDF
• 2021-02-06 Privacy-Preserving Video Classification with Convolutional Neural Networks    Sikha Pentyala, Rafael Dowsley, Martine De Cock arXiv_CV arXiv_CV  Recognition  Pose  Emotion  Classification  CNN  Image_Classification  Video_Classification  PDF
• 2021-01-07 Self-Supervised Pretraining of 3D Features on any Point-Cloud    Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Point_Cloud  3D  Self-Supervised  Classification  Detection  Object_Detection  Video_Classification  PDF
• 2020-12-26 Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data    Samuel Felipe dos Santos, Jurandy Almeida arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  CNN  Image_Classification  Video_Classification  PDF
• 2020-12-18 Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates    Feiyan Hu, Eva Mohedano, Noel O'Connor, Kevin McGuinness arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Prediction  Video_Classification  PDF
• 2020-12-17 Smoothed Gaussian Mixture Models for Video Classification and Recommendation    Sirjan Kafle, Aman Gupta, Xue Xia, Ananth Sankar, Xi Chen, Di Wen, Liang Zhang arXiv_CV arXiv_CV  Recognition  Pose  Action_Recognition  Action  Classification  Recommendation  Video_Classification  PDF
• 2020-12-07 VideoMix: Rethinking Data Augmentation for Video Classification    Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Jinhyung Kim arXiv_CV arXiv_CV  Recognition  Action_Localization  Pose  Action_Recognition  Action  Classification  Detection  Video_Classification  PDF
• 2020-12-01 Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification    Youngwan Lee, Hyung-Il Kim, Kimin Yun, Jinyoung Moon arXiv_CV arXiv_CV  3D  Pose  Classification  Relation  Attention  Video_Classification  PDF
• 2020-11-26 t-EVA: Time-Efficient t-SNE Video Annotation    Soroosh Poorgholi, Osman Semih Kayhan, Jan C. van Gemert arXiv_CV arXiv_CV  Video_Caption  Pose  Action  Classification  Attention  Activity  Video_Classification  PDF
• 2020-11-04 Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment    Qi Kuang, Xin Jin, Qinping Zhao, Bin Zhou arXiv_CV arXiv_CV  Pose  Classification  Detection  Drone  Video_Classification  PDF
• 2020-10-06 RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs    Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard Hartley arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  3D  Optimization  Classification  CNN  Video_Classification  PDF
• 2020-09-30 Attention-Aware Noisy Label Learning for Image Classification    Zhenzhen Wang, Chunyan Xu, Yap-Peng Tan, Junsong Yuan arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Attention  CNN  Image_Classification  Video_Classification  PDF
• 2020-09-17 Dynamic Regions Graph Neural Networks for Spatio-Temporal Reasoning    Iulia Duta, Andrei Nicolicioiu arXiv_CV arXiv_CV  Salient  Pose  Action  Classification  Detection  Relation  Object_Detection  Video_Classification  PDF
• 2020-09-16 Multi-Label Activity Recognition using Activity-specific Features    Yanyi Zhang, Xinyu Li, Ivan Marsic arXiv_CV arXiv_CV  Recognition  Action  Classification  Attention  Activity  Prediction  Video_Classification  PDF
• 2020-09-11 Defending Against Multiple and Unforeseen Adversarial Videos    Shao-Yuan Lo, Vishal M. Patel arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Classification  Detection  Object_Detection  Inference  Video_Classification  PDF
• 2020-08-31 Learning Audio-Visual Representations with Active Contrastive Coding    Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Video_Classification  PDF
• 2020-08-26 Making a Case for 3D Convolutions for Object Segmentation in Videos    Sabarinath Mahadevan, Ali Athar, Aljoša Ošep, Sebastian Hennen, Laura Leal-Taixé, Bastian Leibe arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Salient  Video_Prediction  Pose  Classification  CNN  Prediction  Video_Classification  PDF
• 2020-08-13 Recurrent Deconvolutional Generative Adversarial Networks with Application to Text Guided Video Generation    Hongyuan Yu, Yan Huang, Lihong Pi, Liang Wang arXiv_CV arXiv_CV  3D  Adversarial  Video_Prediction  Pose  Classification  GAN  CNN  Prediction  Video_Classification  PDF
• 2020-08-01 Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report    Jing Shi, Zhiheng Li, Haitian Zheng, Yihang Xu, Tianyou Xiao, Weitao Tan, Xiaoning Guo, Sizhe Li, Bin Yang, Zhexin Xu, Ruitao Lin, Zhongkai Shangguan, Yue Zhao, Jingwen Wang, Rohan Sharma, Surya Iyer, Ajinkya Deshmukh, Raunak Mahalik, Srishti Singh, Jayant G Rohra, Yipeng Zhang, Tongyu Yang, Xuan Wen, Ethan Fahnestock, Bryce Ikeda, Ian Lawson, Alan Finkelstein, Kehao Guo, Richard Magnotti, Andrew Sexton, Jeet Ketan Thaker, Oscar Su, Chenliang Xu arXiv_CV arXiv_CV  Action  Classification  Video_Classification  PDF
• 2020-07-25 Approximated Bilinear Modules for Temporal Modeling    Xinqi Zhu, Chang Xu, Langwen Hui, Cewu Lu, Dacheng Tao arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Action_Recognition  Action  Classification  Inference  Video_Classification  PDF
• 2020-07-23 AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification    Xiaofang Wang, Xuehan Xiong, Maxim Neumann, AJ Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua arXiv_CV arXiv_CV  3D  Pose  Classification  Attention  CNN  Video_Classification  PDF
• 2020-07-21 Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos    Anurag Arnab, Chen Sun, Arsha Nagrani, Cordelia Schmid arXiv_CV arXiv_CV  Recognition  Weakly_Supervised  Action_Recognition  Action  Classification  Detection  Object_Detection  Prediction  Video_Classification  PDF
• 2020-07-20 MotionSqueeze: Neural Motion Feature Learning for Video Understanding    Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho arXiv_CV arXiv_CV  Recognition  Video_Caption  Pose  Action_Recognition  Action  Classification  Optical_Flow  Prediction  Video_Classification  PDF
• 2020-07-17 Region-based Non-local Operation for Video Classification    Guoxi Huang, Adrian G. Bors arXiv_CV arXiv_CV  Optimization  Pose  Classification  Attention  CNN  Video_Classification  PDF
• 2020-07-16 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels    Yimin Liu, Louis J. Durlofsky arXiv_CV arXiv_CV  Reconstruction  3D  Classification  CNN  Video_Classification  Matching  PDF
• 2020-07-09 Generalized Many-Way Few-Shot Video Classification    Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani arXiv_CV arXiv_CV  Recognition  3D  Pose  Classification  Few-Shot  Image_Classification  Video_Classification  PDF
• 2020-06-25 SmallBigNet: Integrating Core and Contextual Views for Video Classification    Xianhang Li, Yali Wang, Zhipeng Zhou, Yu Qiao arXiv_CV arXiv_CV  3D  Pose  Classification  Video_Classification  PDF
• 2020-06-12 Video Understanding as Machine Translation    Bruno Korbar, Fabio Petroni, Rohit Girdhar, Lorenzo Torresani arXiv_CV arXiv_CV  Video_Caption  Speech  Self-Supervised  Pose  Classification  VQA  Caption  QA  Video_Classification  PDF
• 2020-06-01 Learning Representative Temporal Features for Action Recognition    Ali Javidani, Ahmad Mahmoudi-Aznaveh arXiv_CV arXiv_CV  Recognition  Pose  Action_Recognition  Action  Classification  CNN  Optical_Flow  Video_Classification  PDF
• 2020-04-29 Video Contents Understanding using Deep Neural Networks    Mohammadhossein Toutiaee, Abbas Keshavarzi, Abolfazl Farahani, John A. Miller arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Object_Detection  Video_Classification  PDF
• 2020-04-24 PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing    Qing Yang, Xia Zhu, Jong-Kae Fwu, Yun Ye, Ganmei You, Yuan Zhu arXiv_CV arXiv_CV  Recognition  3D  Pose  Face  Classification  Prediction  Video_Classification  PDF
• 2020-04-21 TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition    Rami Ben-Ari, Mor Shpigel, Ophir Azulai, Udi Barzelay, Daniel Rotman arXiv_CV arXiv_CV  Embedding  Recognition  Action_Recognition  Action  Classification  Detection  Few-Shot  Activity  Video_Classification  PDF
• 2020-04-10 Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs?    Hirokatsu Kataoka, Tenga Wakamiya, Kensho Hara, Yutaka Satoh arXiv_CV arXiv_CV  Recognition  3D  Pose  Classification  Relation  Activity  CNN  Video_Classification  PDF
• 2020-04-09 X3D: Expanding Architectures for Efficient Video Recognition    Christoph Feichtenhofer arXiv_CV arXiv_CV  Recognition  3D  Action  Classification  Detection  Image_Classification  Video_Classification  PDF
• 2020-03-31 Revisiting Few-shot Activity Detection with Class Similarity Control    Huijuan Xu, Ximeng Sun, Eric Tzeng, Abir Das, Kate Saenko, Trevor Darrell arXiv_CV arXiv_CV  Pose  Classification  Detection  Few-Shot  Activity  Video_Classification  PDF
• 2020-03-27 Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification    Renchun You, Zhiyao Guo, Lei Cui, Xiang Long, Yingze Bao, Shilei Wen arXiv_CV arXiv_CV  Embedding  Pose  Classification  Relation  Attention  Image_Classification  Video_Classification  PDF
• 2020-03-17 Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior    Hu Zhang, Linchao Zhu, Yi Zhu, Yi Yang arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Relation  Video_Classification  PDF
• 2020-03-16 On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location    Osman Semih Kayhan, Jan C. van Gemert arXiv_AI arXiv_AI  Classification  CNN  Image_Classification  Video_Classification  Matching  PDF
• 2020-03-03 Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications    Biagio Brattoli, Joe Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka arXiv_CV arXiv_CV  3D  Zero-Shot  Pose  Classification  Deep_Learning  Video_Classification  PDF
• 2020-02-29 VideoSSL: Semi-Supervised Learning for Video Classification    Longlong Jing, Toufiq Parag, Zhe Wu, Yingli Tian, Hongcheng Wang arXiv_CV arXiv_CV  Pose  Action  Classification  CNN  Video_Classification  PDF
• 2020-02-11 Learning spatio-temporal representations with temporal squeeze pooling    Guoxi Huang, Adrian G. Bors arXiv_CV arXiv_CV  Embedding  Optimization  Represenation_Learning  Pose  Classification  CNN  Video_Classification  PDF
• 2020-02-07 iqiyi Submission to ActivityNet Challenge 2019 Kinetics-700 challenge: Hierarchical Group-wise Attention    Qian Liu, Dongyang Cai, Jie Liu, Nan Ding, Tao Wang arXiv_CV arXiv_CV  Pose  Classification  Attention  Activity  Video_Classification  PDF
• 2019-12-10 Appending Adversarial Frames for Universal Video Attack    Zhikai Chen, Lingxi Xie, Shanmin Pang, Yong He, Qi Tian arXiv_CV arXiv_CV  Adversarial  Classification  Image_Classification  Video_Classification  PDF
• 2019-12-08 Zero-shot Recognition of Complex Action Sequences    Jonathan D. Jones, Tae Soo Kim, Michael Peven, Jin Bai, Zihao Xiao, Yi Zhang, Weichao Qiu, Alan Yuille, Gregory D. Hager arXiv_CV arXiv_CV  Surveillance  Segmentation  Recognition  Zero-Shot  Knowledge  Action  Classification  Detection  Object_Detection  Activity  Video_Classification  PDF
• 2019-11-04 A Spectral Nonlocal Block for Neural Networks    Lei Zhu, Qi She, Lidan Zhang, Ping Guo arXiv_CV arXiv_CV  Pose  Classification  Video_Classification  PDF
• 2019-10-24 LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization    Xudong Lin, Zheng Shou, Shih-Fu Chang arXiv_CV arXiv_CV  Knowledge  Action_Localization  Pose  Action  Classification  Activity  Video_Classification  PDF
• 2019-09-25 Gated Channel Transformation for Visual Recognition    Zongxin Yang, Linchao Zhu, Yu Wu, Yi Yang arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  Video_Classification  PDF
• 2019-09-16 Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks    Yumeng Zhang, Gaoguo Jia, Li Chen, Mingrui Zhang, Junhai Yong arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Action  Classification  GAN  Video_Classification  PDF
• 2019-09-14 Metric-Based Few-Shot Learning for Video Action Recognition    Chris Careaga, Brian Hutchinson, Nathan Hodas, Lawrence Phillips arXiv_CV arXiv_CV  Embedding  Recognition  Pose  Action_Recognition  Action  Classification  Few-Shot  CNN  Image_Classification  Video_Classification  PDF
• 2019-09-11 Identifying and Resisting Adversarial Videos Using Temporal Consistency    Xiaojun Jia, Xingxing Wei, Xiaochun Cao arXiv_CV arXiv_CV  Sparse  Adversarial  Pose  Classification  Detection  Video_Classification  PDF
• 2019-08-01 Two-Stream Video Classification with Cross-Modality Attention    Lu Chi, Guiyu Tian, Yadong Mu, Qi Tian arXiv_CV arXiv_CV  Pose  Classification  Attention  Prediction  Video_Classification  PDF
• 2019-07-31 Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition    Wenhao Wu, Dongliang He, Xiao Tan, Shifeng Chen, Shilei Wen arXiv_CV arXiv_CV  Recognition  Reinforcement_Learning  3D  RNN  Salient  Pose  Action  Classification  Activity  Video_Classification  PDF
• 2019-07-12 AVD: Adversarial Video Distillation    Mohammad Tavakolian, Mohammad Sabokrou, Abdenour Hadid arXiv_CV arXiv_CV  Reconstruction  Recognition  3D  Adversarial  Pose  Classification  Activity  CNN  Video_Classification  PDF
• 2019-06-27 Loss Switching Fusion with Similarity Search for Video Classification    Lei Wang, Du Q. Huynh, Moussa Reda Mansour arXiv_CV arXiv_CV  Surveillance  Pose  Classification  Video_Classification  PDF
• 2019-06-27 Few-Shot Video Classification via Temporal Alignment    Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, Juan Carlos Niebles arXiv_CV arXiv_CV  Pose  Classification  Few-Shot  Video_Classification  PDF
• 2019-06-17 Spatio-Temporal Fusion Networks for Action Recognition    Sangwoo Cho, Hassan Foroosh arXiv_CV arXiv_CV  Recognition  Action_Recognition  Action  Classification  Activity  Video_Classification  PDF
• 2019-06-13 Learning Spatio-Temporal Representation with Local and Global Diffusion    Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Xinmei Tian, Tao Mei arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Action_Recognition  Action  Classification  Detection  CNN  Video_Classification  PDF
• 2019-06-10 FASTER Recurrent Networks for Video Classification    Linchao Zhu, Laura Sevilla-Lara, Du Tran, Matt Feiszli, Yi Yang, Heng Wang arXiv_CV arXiv_CV  Pose  Action  Classification  Relation  Attention  Inference  Prediction  Video_Classification  PDF
• 2019-05-28 Hallucinating Optical Flow Features for Video Classification    Yongyi Tang, Lin Ma, Lianqiang Zhou arXiv_CV arXiv_CV  Pose  Classification  Relation  Optical_Flow  Video_Classification  PDF
• 2019-05-25 Exploring Temporal Information for Improved Video Understanding    Yi Zhu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Video_Caption  Video_Prediction  Pose  Face  Action_Recognition  Action  Classification  Optical_Flow  Inference  Prediction  Video_Classification  PDF
• 2019-05-12 Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints    Mengtian Li, Ersin Yumer, Deva Ramanan arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Optimization  Classification  Detection  Object_Detection  Image_Classification  Video_Classification  PDF
• 2019-05-12 On Flow Profile Image for Video Representation    Mohammadreza Babaee, David Full, Gerhard Rigoll arXiv_CV arXiv_CV  Surveillance  Recognition  Video_Caption  Optimization  Pose  Classification  Caption  Activity  Optical_Flow  Video_Classification  PDF
• 2019-04-25 DynamoNet: Dynamic Action and Motion Network    Ali Diba, Vivek Sharma, Luc Van Gool, Rainer Stiefelhagen arXiv_CV arXiv_CV  Recognition  3D  Self-Supervised  Pose  Action_Recognition  Action  Classification  CNN  Prediction  Video_Classification  PDF
• 2019-04-07 Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics    Jiangliu Wang, Jianbo Jiao, Linchao Bao, Shengfeng He, Yunhui Liu, Wei Liu arXiv_CV arXiv_CV  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Video_Classification  PDF
• 2019-04-04 Video Classification with Channel-Separated Convolutional Networks    Du Tran, Heng Wang, Lorenzo Torresani, Matt Feiszli arXiv_AI arXiv_AI  3D  Regularization  Action  Classification  CNN  Image_Classification  Video_Classification  PDF
• 2019-03-06 Video-based surgical skill assessment using 3D convolutional neural networks    Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel arXiv_CV arXiv_CV  Tracking  3D  Pose  Classification  Deep_Learning  CNN  Optical_Flow  Video_Classification  PDF
• 2019-03-06 Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification    De Xie, Cheng Deng, Hao Wang, Chao Li, Dapeng Tao arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Attention  CNN  Optical_Flow  Video_Classification  PDF
• 2019-02-27 Efficient Video Classification Using Fewer Frames    Shweta Bhardwaj, Mukundhan Srinivasan, Mitesh M. Khapra arXiv_CV arXiv_CV  Pose  Action  Classification  Inference  Video_Classification  PDF
• 2019-02-04 Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions    Alexandros Stergiou, Georgios Kapidis, Grigorios Kalliatakis, Christos Chrysoulas, Remco Veltkamp, Ronald Poppe arXiv_CV arXiv_CV  Recognition  3D  Salient  Pose  Action  Classification  Deep_Learning  CNN  Video_Classification  PDF
• 2019-01-02 Rate-Accuracy Trade-Off In Video Classification With Deep Convolutional Neural Networks    Mohammad Jubran, Alhabib Abbas, Aaron Chadha, Yiannis Andreopoulos arXiv_CV arXiv_CV  Surveillance  Recognition  Action_Recognition  Action  Classification  CNN  Optical_Flow  Video_Classification  PDF
• 2018-12-11 Adversarial Framing for Image and Video Classification    Michał Zając, Konrad Żołna, Negar Rostamzadeh, Pedro O. Pinheiro arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Video_Classification  PDF
• 2018-12-03 MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language    Hamid Reza Vaezi Joze, Oscar Koller arXiv_CV arXiv_CV  Recognition  3D  Pose  Action_Recognition  Action  Classification  Video_Classification  PDF
• 2018-11-30 Deep Multimodal Learning: An Effective Method for Video Classification    Tianqi Zhao arXiv_CV arXiv_CV  RNN  Pose  Action  Classification  Attention  Language_Model  Video_Classification  PDF
• 2018-11-28 Unsupervised Meta-Learning For Few-Shot Image and Video Classification    Siavash Khodadadeh, Ladislau Bölöni, Mubarak Shah arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Classification  Few-Shot  Video_Classification  PDF
• 2018-11-25 Deep RNN Framework for Visual Sequential Applications    Bo Pang, Kaiwen Zha, Hanwen Cao, Chen Shi, Cewu Lu arXiv_CV arXiv_CV  RNN  Pose  Classification  Prediction  Video_Classification  PDF
• 2018-11-19 High Order Neural Networks for Video Classification    Jie Shao, Kai Hu, Yixin Bao, Yining Lin, Xiangyang Xue arXiv_CV arXiv_CV  Classification  Relation  Video_Classification  PDF
• 2018-11-12 NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification    Rongcheng Lin, Jing Xiao, Jianping Fan arXiv_CV arXiv_CV  Video_Caption  Pose  Classification  Attention  Video_Classification  PDF
• 2018-10-31 Compact Generalized Non-local Network    Kaiyu Yue, Ming Sun, Yuchen Yuan, Feng Zhou, Errui Ding, Fuxin Xu arXiv_CV arXiv_CV  Recognition  Optimization  Action  Classification  Relation  Video_Classification  PDF
• 2018-10-28 Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization    Haisheng Su, Xu Zhao, Tianwei Lin arXiv_CV arXiv_CV  Weakly_Supervised  Adversarial  Action_Localization  Pose  Action  Classification  Detection  Attention  Activity  Video_Classification  PDF
• 2018-10-26 Fine-grained Video Categorization with Redundancy Reduction Attention    Chen Zhu, Xiao Tan, Feng Zhou, Xiao Liu, Kaiyu Yue, Errui Ding, Yi Ma arXiv_CV arXiv_CV  Pose  Classification  Attention  Video_Classification  PDF
• 2018-10-01 Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos    Lili Meng, Bo Zhao, Bo Chang, Gao Huang, Frederick Tung, Leonid Sigal arXiv_CV arXiv_CV  Recognition  Salient  Pose  Action_Recognition  Action  Quantitative  Classification  Attention  Video_Classification  PDF
• 2018-09-16 Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification    Jinlai Liu, Zehuan Yuan, Xiaojie Wang, Changhu Wang arXiv_CV arXiv_CV  Classification  Video_Classification  PDF
• 2018-09-12 Label Denoising with Large Ensembles of Heterogeneous Neural Networks    Pavel Ostyakov, Elizaveta Logacheva, Roman Suvorov, Vladimir Aliev, Gleb Sterkin, Oleg Khomenko, Sergey I. Nikolenko arXiv_CV arXiv_CV  Video_Caption  Knowledge  Classification  Denoising  CNN  Video_Classification  PDF
• 2018-08-27 Approach for Video Classification with Multi-label on YouTube-8M Dataset    Kwangsoo Shin, Junhyeong Jeon, Seungbin Lee, Boyoung Lim, Minsoo Jeong, Jongho Nang arXiv_CV arXiv_CV  Classification  Video_Classification  PDF
• 2018-08-21 Isometric Transformation Invariant Graph-based Deep Neural Network    Renata Khasanova, Pascal Frossard arXiv_CV arXiv_CV  Classification  CNN  Video_Classification  PDF
• 2018-07-30 Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning    Uta Büchler, Biagio Brattoli, Björn Ommer arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Reinforcement_Learning  Self-Supervised  Pose  Classification  CNN  Video_Classification  PDF
• 2018-07-29 Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI    Pramit Saha, Praneeth Srungarapu, Sidney Fels arXiv_CV arXiv_CV  Recognition  Speech  Action_Recognition  Action  Classification  CNN  Video_Classification  PDF
• 2018-07-27 Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification    Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy arXiv_CV arXiv_CV  3D  Represenation_Learning  Action  Classification  Detection  CNN  Image_Classification  Video_Classification  PDF
• 2018-07-24 Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography    Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Jianhua Chen, Chunfang Liu arXiv_CV arXiv_CV  RNN  Pose  Face  Classification  CNN  Optical_Flow  Video_Classification  PDF
• 2018-07-22 Deep Discriminative Model for Video Classification    Mohammad Tavakolian, Abdenour Hadid arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Recognition  Scene_Classification  Sparse  Pose  Action_Recognition  Action  Classification  Deep_Learning  Video_Classification  PDF
• 2018-07-03 Deep Architectures and Ensembles for Semantic Video Classification    Eng-Jon Ong, Sameed Husain, Mikel Bober, Miroslaw Bober arXiv_CV arXiv_CV  RNN  Pose  Classification  Relation  Video_Classification  PDF
• 2018-07-02 Adversarial Perturbations Against Real-Time Video Classification Systems    Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy Chowdhury, Ananthram Swami arXiv_CV arXiv_CV  Surveillance  Adversarial  Classification  Relation  GAN  Video_Classification  PDF
• 2018-06-21 A convex method for classification of groups of examples    Dori Peleg arXiv_CV arXiv_CV  Optimization  Pose  Classification  Image_Classification  Video_Classification  PDF
• 2018-04-30 Charades-Ego: A Large-Scale Dataset of Paired Third and First Person Videos    Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari arXiv_CV arXiv_CV  Video_Caption  Classification  Caption  Activity  Video_Classification  PDF
• 2018-04-26 Visual Data Synthesis via GAN for Zero-Shot Video Classification    Chenrui Zhang, Yuxin Peng arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Relation  GAN  Inference  Video_Classification  Matching  PDF
• 2018-04-24 Fine-grained Video Classification and Captioning    Farzaneh Mahdisoltani, Guillaume Berger, Waseem Gharbieh, David Fleet, Roland Memisevic arXiv_CV arXiv_CV  Video_Caption  Action  Classification  Relation  Caption  Video_Classification  PDF
• 2018-02-22 Deep Learning for Video Classification and Captioning    Zuxuan Wu, Ting Yao, Yanwei Fu, Yu-Gang Jiang arXiv_CV arXiv_CV  Video_Caption  Review  Action  Classification  Deep_Learning  Caption  Video_Classification  PDF
• 2016-02-10 Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video    Lionel Pigou, Aäron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre arXiv_CV arXiv_CV  Image_Caption  Recognition  Gesture  RNN  Speech  Pose  Classification  Speech_Recognition  Caption  Video_Classification  PDF
• 2015-11-20 Deep End2End Voxel2Voxel Prediction    Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  3D  Classification  Deep_Learning  Detection  CNN  Optical_Flow  Prediction  Video_Classification  PDF