In Defense of Online Models for Video Instance Segmentation

21 July 2022

Papers citing "In Defense of Online Models for Video Instance Segmentation"

24 / 24 papers shown

Title
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 84 0 0 28 Apr 2025
ViLLa: Video Reasoning Segmentation with Large Language Model Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao VOS LRM 62 2 0 18 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 53 2 0 01 Jul 2024
PM-VIS+: High-Performance Video Instance Segmentation without Video Annotation Zhangjing Yang Dun Liu Xin Wang Zhe Li Barathwaj S. Anandan Yi Wu VLM VOS 36 0 0 28 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 37 22 0 06 Jun 2024
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation Zixin Zhu Xuelu Feng Dongdong Chen Junsong Yuan Chunming Qiao Gang Hua DiffM 39 7 0 18 Mar 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 41 16 0 28 Feb 2024
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 24 2 0 11 Dec 2023
TCOVIS: Temporally Consistent Online Video Instance Segmentation Junlong Li Ting Yu Yongming Rao Jie Zhou Jiwen Lu 38 12 0 21 Sep 2023
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation Tim Meinhardt Matt Feiszli Yuchen Fan Laura Leal-Taixe Rakesh Ranjan ViT 19 5 0 29 Aug 2023
DVIS: Decoupled Video Instance Segmentation Framework Tao Zhang Xingye Tian Yuehua Wu Shunping Ji Xuebo Wang Yuan Zhang Pengfei Wan 23 44 0 06 Jun 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 39 21 0 27 Mar 2023
MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos Minghan Li Shuai Li Wangmeng Xiang Lei Zhang 31 9 0 25 Mar 2023
Offline-to-Online Knowledge Distillation for Video Instance Segmentation H. Kim Seunghun Lee Sunghoon Im OffRL 36 3 0 15 Feb 2023
TarViS: A Unified Approach for Target-based Video Segmentation A. Athar Alexander Hermans Jonathon Luiten Deva Ramanan Bastian Leibe VOS 23 29 0 06 Jan 2023
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 52 442 0 17 Nov 2022
Robust Online Video Instance Segmentation with Track Queries Zitong Zhan Daniel McKee Svetlana Lazebnik 23 9 0 16 Nov 2022
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training De-An Huang Zhiding Yu Anima Anandkumar VLM 42 78 0 03 Aug 2022
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 101 1,328 0 13 Oct 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 220 742 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 246 565 0 31 Dec 2020
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 308 0 19 Oct 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 176 597 0 12 Mar 2020