On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes

25 October 2024

Papers citing "On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes"

41 / 41 papers shown

Title
STMixer: A One-Stage Sparse Action Detector Tao Wu Mengqing Cao Ziteng Gao Gangshan Wu Limin Wang 62 0 0 15 Apr 2024
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 81 55 0 22 Dec 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 119 466 0 17 Nov 2022
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training De-An Huang Zhiding Yu Anima Anandkumar VLM 98 81 0 03 Aug 2022
In Defense of Online Models for Video Instance Segmentation Junfeng Wu Qihao Liu Yi Jiang S. Bai Alan Yuille Xiang Bai 76 111 0 21 Jul 2022
Temporally Efficient Vision Transformer for Video Instance Segmentation Shusheng Yang Xinggang Wang Yu Li Yuxin Fang Jiemin Fang Wenyu Liu Xun Zhao Ying Shan ViT 57 67 0 18 Apr 2022
End-to-End Semi-Supervised Learning for Video Action Detection Akash Kumar Yogesh S Rawat 55 32 0 08 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 179 1,460 0 07 Mar 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 255 2,379 0 02 Dec 2021
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 153 693 0 02 Dec 2021
CRIS: CLIP-Driven Referring Image Segmentation Zhaoqing Wang Yu Lu Qiang Li Xunqiang Tao Yan Guo Ming Gong Tongliang Liu VLM 111 371 0 30 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 475 7,819 0 11 Nov 2021
Locality-aware Channel-wise Dropout for Occluded Face Recognition Mingjie He Jie Zhang Shiguang Shan Xiao-Chang Liu Zhongqin Wu Xilin Chen CVBM 48 19 0 20 Jul 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas Guibas Jiajun Wu OCL 62 124 0 16 Jul 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 708 6,127 0 29 Apr 2021
How to represent part-whole hierarchies in a neural network Geoffrey E. Hinton OCL MoE 91 204 0 25 Feb 2021
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS VLM 70 140 0 02 Feb 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 274 774 0 07 Jan 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 306 264 0 09 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 180 1,745 0 03 Dec 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 82 691 0 30 Nov 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 119 1,447 0 27 Nov 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 225 856 0 26 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 434 13,108 0 26 May 2020
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion Adam Kortylewski Ju He Qing Liu Alan Yuille 94 91 0 10 Mar 2020
Actions as Moving Points Yixuan Li Zixu Wang Limin Wang Gangshan Wu 122 106 0 14 Jan 2020
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 79 144 0 15 Nov 2019
Making the Invisible Visible: Action Recognition Through Walls and Occlusions Tianhong Li Lijie Fan Mingmin Zhao Yingcheng Liu Dina Katabi 83 110 0 20 Sep 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection Xitong Yang Xiaodong Yang Ming-Yuan Liu Fanyi Xiao L. Davis Jan Kautz 56 138 0 19 Apr 2019
VideoCapsuleNet: A Simplified Network for Action Detection Kevin Duarte Yogesh S Rawat M. Shah MedIm 60 166 0 21 May 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 180 4,604 0 26 Oct 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 155 1,332 0 20 Jul 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,038 0 22 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 360 27,244 0 20 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,347 0 16 Nov 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 718 37,020 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 309 25,081 0 30 Apr 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 424 43,814 0 01 May 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,902 0 12 Nov 2013
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 160 6,164 0 03 Dec 2012