视频大模型

READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation

Stéphane Vujasinović, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments Accepted to BMVC 2023. Code @ https://github.com/Vujas-Eteph/READMem

Journal ref 34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen, UK, November 20-24, 2023

Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction

Chengmin Gao, Bin Li

专题命中 长视频与时序推理 ：video generation(abstract)；分类 cs.CV

Journal ref Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI-23), pp.613-623, 2023

Explaining Vision and Language through Graphs of Events in Space and Time

Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu

专题命中 长视频与时序推理 ：video generation(abstract)；分类 cs.CV

Comments Accepted at IEEE International Conference on Computer Vision (ICCV) 2023 Workshops: 5th Workshop On Closing The Loop Between Vision And Language

NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation

Tim Meinhardt, Matt Feiszli, Yuchen Fan, Laura Leal-Taixe, Rakesh Ranjan

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation

Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments ICCV-2023, Project page: https://github.com/lxtGH/Tube-Link (fix typos and errors, update the results)

XMem++: Production-level Video Segmentation From Few Annotated Frames

Maksym Bekuzarov, Ariana Bermudez, Joon-Young Lee, Hao Li

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments Accepted to ICCV 2023. 18 pages, 16 figures

Leaping Into Memories: Space-Time Deep Feature Synthesis

Alexandros Stergiou, Nikos Deligiannis

专题命中 长视频与时序推理 ：video understanding(abstract)；分类 cs.CV

Comments Accepted at IEEE/CVF International Conference on Computer Vision (ICCV) 2023

In Defense of Clip-based Video Relation Detection

Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Roger Zimmermann

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

DVIS: Decoupled Video Instance Segmentation Framework

Tao Zhang, Xingye Tian, Yu Wu, Shunping Ji, Xuebo Wang, Yuan Zhang, Pengfei Wan

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments Accepted by ICCV 2023

GroundNLQ @ Ego4D Natural Language Queries Challenge 2023

Zhijian Hou, Lei Ji, Difei Gao, Wanjun Zhong, Kun Yan, Chao Li, Wing-Kwong Chan, Chong-Wah Ngo, Nan Duan, Mike Zheng Shou

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments 5 pages, 2 figures, 4 tables, the champion solution for Ego4D Natural Language Queries Challenge in CVPR 2023

Learning Space-Time Semantic Correspondences

Du Tran, Jitendra Malik

专题命中 长视频与时序推理 ：video understanding(abstract)；分类 cs.CV

RMES: Real-Time Micro-Expression Spotting Using Phase From Riesz Pyramid

Yini Fang, Didan Deng, Liang Wu, Frederic Jumelle, Bertram Shi

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments This paper will be published in ICME 2023

StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video

Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, Yebin Liu

专题命中 长视频与时序推理 ：video generation(abstract)；分类 cs.CV

Comments 8 pages, 5 figures, SIGGRAPH 2023 Conference Proceedings

Unifying Short and Long-Term Tracking with Graph Hierarchies

Orcun Cetintas, Guillem Brasó, Laura Leal-Taixé

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments CVPR 2023

A Generalized Framework for Video Instance Segmentation

Miran Heo, Sukjun Hwang, Jeongseok Hyun, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments CVPR 2023

Diagnosing and Preventing Instabilities in Recurrent Video Processing

Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip Torr, Ales Leonardis, Gregory Slabaugh

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Journal ref in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 2, pp. 1594-1605, 1 Feb. 2023

Tracking by Associating Clips

Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments ECCV 2022

Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs

Jingfei Xia, Mingchen Zhuge, Tiantian Geng, Shun Fan, Yuantai Wei, Zhenyu He, Feng Zheng

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments Our code is available at https://github.com/AndyFrancesco29/Audio-Visual-Figure-Skating

MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection

Yingxian Chen, Zhengzhe Liu, Baoheng Zhang, Wilton Fok, Xiaojuan Qi, Yik-Chung Wu

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention

Zineng Tang, Jaemin Cho, Jie Lei, Mohit Bansal

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments WACV 2023 (first two authors contributed equally)

R3M: A Universal Visual Representation for Robot Manipulation

Suraj Nair, Aravind Rajeswaran, Vikash Kumar, Chelsea Finn, Abhinav Gupta

专题命中 长视频与时序推理 ：video-language(abstract)；分类 cs.CV

Comments Conference on Robot Learning (CoRL) 2022

Robust Online Video Instance Segmentation with Track Queries

Zitong Zhan, Daniel McKee, Svetlana Lazebnik

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022

Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing-Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments Technical report for ECCV 2022 Ego4D workshop, 4 pages, 2 figures, 2 tables. arXiv admin note: substantial text overlap with arXiv:2209.10918

Class-attention Video Transformer for Engagement Intensity Prediction

Xusheng Ai, Victor S. Sheng, Chunhua Li, Zhiming Cui

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments 5 figures

Efficient Cross-Modal Video Retrieval with Meta-Optimized Frames

Ning Han, Xun Yang, Ee-Peng Lim, Hao Chen, Qianru Sun

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Anomaly Detection in Aerial Videos with Transformers

Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation

Xinyue Hu, Lin Gu, Liangchen Liu, Ruijiang Li, Chang Su, Tatsuya Harada, Yingying Zhu

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning

Mehdi Khoshboresh-Masouleh, Reza Shah-Hosseini

专题命中 长视频与时序推理 ：video understanding(abstract)；分类 cs.CV

Journal ref The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022

In Defense of Online Models for Video Instance Segmentation

Junfeng Wu, Qihao Liu, Yi Jiang, Song Bai, Alan Yuille, Xiang Bai

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments ECCV 2022, Oral

Learning Quality-aware Dynamic Memory for Video Object Segmentation

Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao, Weihao Xia, Yujiu Yang

专题命中 长视频与时序推理 ：long video(abstract)；分类 cs.CV

Comments Accepted by ECCV2022