Title
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck Jiameng Fan Wenchao Li OffRL 16 39 0 26 Feb 2021
Application of Transfer Learning to Sign Language Recognition using an Inflated 3D Deep Convolutional Neural Network Roman Töngi SLR 11 9 0 25 Feb 2021
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition Daniel Neimark Omri Bar Maya Zohar Gregory Hager Dotan Asselmann 30 13 0 24 Feb 2021
ROAD: The ROad event Awareness Dataset for Autonomous Driving Gurkirt Singh Stephen Akrigg Manuele Di Maio Valentina Fontana Reza Javanmard Alitappeh ... Salman Khan S. Grazioso Andrew Bradley G. Gironimo Fabio Cuzzolin 32 89 0 23 Feb 2021
Improving Action Quality Assessment using Weighted Aggregation Shafkat Farabi H. Himel Fakhruddin Gazzali Md. Bakhtiar Hasan M. H. Kabir M. Farazi 21 8 0 21 Feb 2021
DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results Liming Jiang Z. Guo Wayne Wu Zhaoyang Liu Ziwei Liu ... Feiyue Huang Liujuan Cao Rongrong Ji Changlei Lu Ganchao Tan CVBM 35 11 0 18 Feb 2021
RMS-Net: Regression and Masking for Soccer Event Spotting Matteo Tomei Lorenzo Baraldi Simone Calderara Simone Bronzin Rita Cucchiara 45 28 0 15 Feb 2021
Domain Adversarial Reinforcement Learning Bonnie Li Vincent Franccois-Lavet T. Doan Joelle Pineau OOD 28 22 0 14 Feb 2021
Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho TTA 27 39 0 14 Feb 2021
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Jie Lei Linjie Li Luowei Zhou Zhe Gan Tamara L. Berg Joey Tianyi Zhou Jingjing Liu CLIP 46 648 0 11 Feb 2021
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Yikang Shen Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 73 62 0 10 Feb 2021
Distribution Adaptive INT8 Quantization for Training CNNs Kang Zhao Sida Huang Pan Pan Yinghan Li Yingya Zhang Zhenyu Gu Yinghui Xu MQ 30 63 0 09 Feb 2021
Semi-Supervised Action Recognition with Temporal Contrastive Learning Ankit Singh Omprakash Chakraborty Ashutosh Varshney Yikang Shen Rogerio Feris Kate Saenko Abir Das 33 96 0 04 Feb 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 204 422 0 01 Feb 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning Sangho Lee Jiwan Chung Youngjae Yu Gunhee Kim Thomas Breuel Gal Chechik Yale Song 71 45 0 26 Jan 2021
Generic Event Boundary Detection: A Benchmark for Event Segmentation Mike Zheng Shou Stan Weixian Lei Weiyao Wang Deepti Ghadiyaram Matt Feiszli VOS 93 76 0 26 Jan 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan Verjans G. Carneiro AI4TS 23 293 0 25 Jan 2021
Pre-training without Natural Images Hirokatsu Kataoka Kazushige Okayasu Asato Matsumoto Eisuke Yamagata Ryosuke Yamada Nakamasa Inoue Akio Nakamura Y. Satoh 81 117 0 21 Jan 2021
Few-shot Action Recognition with Prototype-centered Attentive Learning Xiatian Zhu Antoine Toisoul Juan-Manuel Prez-Ra Li Zhang Brais Martínez Tao Xiang 39 53 0 20 Jan 2021
Initialization Using Perlin Noise for Training Networks with a Limited Amount of Data Nakamasa Inoue Eisuke Yamagata Hirokatsu Kataoka 20 11 0 19 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 233 2,434 0 04 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 42 2 0 04 Jan 2021
Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval Yang Liu Keze Wang Haoyuan Lan Liang Lin 32 16 0 04 Jan 2021
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization Ashraful Islam Chengjiang Long Richard J. Radke 30 123 0 03 Jan 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 24 71 0 01 Jan 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue Hung Le Chinnadhurai Sankar Seungwhan Moon Ahmad Beirami A. Geramifard Satwik Kottur VGen 48 18 0 01 Jan 2021
Tensor Representations for Action Recognition Piotr Koniusz Lei Wang A. Cherian 46 69 0 28 Dec 2020
CNNs for JPEGs: A Study in Computational Cost Samuel Felipe dos Santos N. Sebe Jurandy Almeida 30 2 0 26 Dec 2020
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain Samuel Felipe dos Santos Jurandy Almeida 36 16 0 26 Dec 2020
Global Context Networks Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 36 96 0 24 Dec 2020
Deep Unsupervised Image Hashing by Maximizing Bit Entropy Yun-qiang Li Jan van Gemert 8 91 0 22 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 61 507 0 22 Dec 2020
TDN: Temporal Difference Networks for Efficient Action Recognition Limin Wang Zhan Tong Bin Ji Gangshan Wu 28 391 0 18 Dec 2020
Exploring Motion Boundaries in an End-to-End Network for Vision-based Parkinson's Severity Assessment Amirhossein Dadashzadeh Alan Whone M. Rolinski Majid Mirmehdi 16 10 0 17 Dec 2020
GTA: Global Temporal Attention for Video Action Understanding Bo He Xitong Yang Zuxuan Wu Hao Chen Ser-Nam Lim Abhinav Shrivastava ViT 33 27 0 15 Dec 2020
Towards Improving Spatiotemporal Action Recognition in Videos Shentong Mo Xiaoqing Ellen Tan Jingfei Xia Pinxu Ren 14 2 0 15 Dec 2020
TDAF: Top-Down Attention Framework for Vision Tasks Bo Pang Yizhuo Li Jiefeng Li Muchen Li Hanwen Cao Cewu Lu 21 9 0 14 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 27 195 0 11 Dec 2020
A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network Haziq Razali Basura Fernando DRL 24 6 0 11 Dec 2020
Interactive Fusion of Multi-level Features for Compositional Activity Recognition Rui Yan Lingxi Xie Xiangbo Shu Jinhui Tang 19 17 0 10 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 39 33 0 09 Dec 2020
Towards Annotation-Free Evaluation of Cross-Lingual Image Captioning Aozhu Chen Xinyi Huang Hailan Lin Xirong Li 16 5 0 09 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee Youngjae Yu Gunhee Kim Thomas Breuel Jan Kautz Yale Song ViT 29 76 0 08 Dec 2020
VideoMix: Rethinking Data Augmentation for Video Classification Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Jinhyung Kim 348 73 0 07 Dec 2020
Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition Tingwei Li Ruiwen Zhang Qing Li 24 11 0 05 Dec 2020
Spatial-Temporal Alignment Network for Action Recognition and Detection Junwei Liang Liangliang Cao Xuehan Xiong Ting Yu Alexander G. Hauptmann 3DPC 18 9 0 04 Dec 2020
SAFCAR: Structured Attention Fusion for Compositional Action Recognition Tae Soo Kim Gregory Hager CoGe 16 10 0 03 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification Youngwan Lee Hyungil Kim Kimin Yun Jinyoung Moon 26 12 0 01 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 28 138 0 30 Nov 2020