Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

13 December 2017

Papers citing "Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification"

50 / 650 papers shown

Title
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation Jay Patravali Gaurav Mittal Ye Yu Fuxin Li Mei Chen 18 19 0 30 Sep 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 259 560 0 28 Sep 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Jackson Wang Song Han 40 64 0 27 Sep 2021
Joint Multimedia Event Extraction from Video and Article Brian Chen Xudong Lin Christopher Thomas Manling Li Shoya Yoshida Lovish Chum Heng Ji Shih-Fu Chang VGen 47 26 0 27 Sep 2021
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation Junjun He Jin Ye Cheng Li Diping Song Wanli Chen Shanshan Wang Lixu Gu Yu Qiao 21 3 0 26 Sep 2021
$Audio-Visual Speech Recognition is Worth 32$\times$32$\times$8 Voxels$ Audio-Visual Speech Recognition is Worth 32 $\times$ 32 $\times$ 8 Voxels Dmitriy Serdyuk Otavio Braga Olivier Siohan ViT 31 7 0 20 Sep 2021
Towards High-Quality Temporal Action Detection with Sparse Proposals Jiannan Wu Pei Sun Shoufa Chen Jiewen Yang Zihao Qi Lan Ma Ping Luo ViT 40 10 0 18 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 152 362 0 17 Sep 2021
Overview of Tencent Multi-modal Ads Video Understanding Challenge Zhenzhi Wang Liyu Wu Zhimin Li Jiangfeng Xiong Qinglin Lu 32 4 0 16 Sep 2021
Deep Visual Navigation under Partial Observability Bo Ai Wei Gao Vinay David Hsu 21 10 0 16 Sep 2021
Multi-modal Representation Learning for Video Advertisement Content Structuring Daya Guo Zhaoyang Zeng 30 4 0 04 Sep 2021
Revisiting 3D ResNets for Video Recognition Xianzhi Du Yeqing Li Huayu Chen Rui Qian Jing Li Irwan Bello 56 17 0 03 Sep 2021
Hierarchical 3D Feature Learning for Pancreas Segmentation Federica Proietto Salanitri Giovanni Bellitto Ismail Irmakci S. Palazzo Ulas Bagci C. Spampinato MedIm 11 10 0 03 Sep 2021
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion Wei Niu Jiexiong Guan Yanzhi Wang G. Agrawal Bin Ren AI4CE 30 146 0 30 Aug 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 29 18 0 30 Aug 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 42 9 0 30 Aug 2021
Shifted Chunk Transformer for Spatio-Temporal Representational Learning Xuefan Zha Wentao Zhu Tingxun Lv Sen Yang Ji Liu AI4TS ViT 33 27 0 26 Aug 2021
Identity-aware Graph Memory Network for Action Detection Jingcheng Ni Jie Qin Di Huang 28 9 0 26 Aug 2021
Spatio-Temporal Self-Attention Network for Video Saliency Prediction Ziqiang Wang Zhi Liu Gongyang Li Yang Wang Tianhong Zhang Lihua Xu Jijun Wang 3DPC 38 44 0 24 Aug 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 43 3 0 24 Aug 2021
TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment Jianwei Yang Yonatan Bisk Jianfeng Gao 27 137 0 23 Aug 2021
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition Jiawei Chen C. Ho ViT 26 77 0 20 Aug 2021
Self-Supervised Video Representation Learning with Meta-Contrastive Network Yuanze Lin Xun Guo Yan Lu SSL 19 41 0 19 Aug 2021
Multi-Camera Trajectory Forecasting with Trajectory Tensors Olly Styles T. Guha Victor Sanchez 27 7 0 10 Aug 2021
TrUMAn: Trope Understanding in Movies and Animations Hung-Ting Su Po-Wei Shen Bing-Chen Tsai Wen-Feng Cheng Ke-Jyun Wang Winston H. Hsu 12 4 0 10 Aug 2021
Video Contrastive Learning with Global Context Haofei Kuang Yi Zhu Zhi-Li Zhang Xinyu Li Joseph Tighe Sören Schwertfeger C. Stachniss Mu Li SSL AI4TS 21 60 0 05 Aug 2021
Token Shift Transformer for Video Classification Hao Zhang Y. Hao Chong-Wah Ngo ViT 29 116 0 05 Aug 2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization Rui Qian Yuxi Li Huabin Liu John See Shuangrui Ding Xian Liu Dian Li Weiyao Lin 35 42 0 04 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 41 91 0 04 Aug 2021
Temporal Alignment Prediction for Few-Shot Video Classification Fei Pan Chunlei Xu Jie Guo Yanwen Guo AI4TS 21 1 0 26 Jul 2021
Spatio-Temporal Representation Factorization for Video-based Person Re-Identification Abhishek Aich Meng Zheng Srikrishna Karanam Terrence Chen A. Roy-Chowdhury Ziyan Wu 37 70 0 25 Jul 2021
Transcript to Video: Efficient Clip Sequencing from Texts Yu Xiong Fabian Caba Heilbron Dahua Lin CLIP 28 10 0 25 Jul 2021
Adaptive Recursive Circle Framework for Fine-grained Action Recognition Hanxi Lin Xinxiao Wu Jiebo Luo 25 1 0 25 Jul 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 35 41 0 22 Jul 2021
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Alina Roitberg David Schneider Aulia Djamal C. Seibold Simon Reiß Rainer Stiefelhagen 36 30 0 12 Jul 2021
Delta Sampling R-BERT for limited data and low-light action recognition Sanchit Hira Ritwik Das Abhinav Modi D. Pakhomov 75 17 0 12 Jul 2021
Aligning Correlation Information for Domain Adaptation in Action Recognition Yuecong Xu Jianfei Yang Haozhi Cao K. Mao Jianxiong Yin Simon See 24 38 0 11 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
Video 3D Sampling for Self-supervised Representation Learning Wei Li Dezhao Luo Bo Fang Yu Zhou Weiping Wang 20 6 0 08 Jul 2021
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer Zineng Tang Jaemin Cho Hao Tan Joey Tianyi Zhou VLM 32 29 0 06 Jul 2021
Inter-intra Variant Dual Representations forSelf-supervised Video Recognition Lin Zhang Qi She Zhengyang Shen Changhu Wang SSL 30 9 0 02 Jul 2021
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis Xin Liu Henglin Shi Haoyu Chen Zitong Yu Xiaobai Li Guoying Zhao 21 80 0 01 Jul 2021
Attention Bottlenecks for Multimodal Fusion Arsha Nagrani Shan Yang Anurag Arnab A. Jansen Cordelia Schmid Chen Sun 25 543 0 30 Jun 2021
When Video Classification Meets Incremental Classes Hanbin Zhao Xin Qin Shihao Su Yongjian Fu Zibo Lin Xi Li CLL 21 28 0 30 Jun 2021
Long-Short Temporal Modeling for Efficient Action Recognition Liyu Wu Yuexian Zou Can Zhang 21 1 0 30 Jun 2021
Unsupervised Discovery of Actions in Instructional Videos A. Piergiovanni A. Angelova Michael S. Ryoo Irfan Essa 19 3 0 28 Jun 2021
Hyperbolic Busemann Learning with Ideal Prototypes Mina Ghadimi Atigh Martin Keller-Ressel Pascal Mettes 33 36 0 28 Jun 2021
Can An Image Classifier Suffice For Action Recognition? Quanfu Fan Chun-Fu Chen Chen Yikang Shen ViT 34 33 0 26 Jun 2021
Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering Long Hoang Dang T. Le Vuong Le T. Tran 30 60 0 25 Jun 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng-Wei Zhang Stephen Lin Han Hu ViT 44 1,444 0 24 Jun 2021