Video_Classification

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

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