The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos

11 November 2021

Papers citing "The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos"

41 / 41 papers shown

Title
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 433 0 0 21 Jan 2025
Self-supervised Video Object Segmentation by Motion Grouping Charig Yang Hala Lamdouar Erika Lu Andrew Zisserman Weidi Xie VOS OCL 80 161 0 15 Apr 2021
Self-supervised Pretraining of Visual Features in the Wild Priya Goyal Mathilde Caron Benjamin Lefaudeux Min Xu Pengchao Wang ... Mannat Singh Vitaliy Liptchinsky Ishan Misra Armand Joulin Piotr Bojanowski VLM SSL 76 274 0 02 Mar 2021
Unsupervised part representation by Flow Capsules S. Sabour Andrea Tagliasacchi S. Yazdani Geoffrey E. Hinton David J. Fleet 3DPC OCL 91 37 0 27 Nov 2020
Layered Neural Rendering for Retiming People in Video Erika Lu Forrester Cole Tali Dekel Weidi Xie Andrew Zisserman D. Salesin William T. Freeman Michael Rubinstein 3DH 34 71 0 16 Sep 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 83 1,225 0 30 Jul 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 88 302 0 25 Jun 2020
A Transductive Approach for Video Object Segmentation Yizhuo Zhang Zhirong Wu Houwen Peng Stephen Lin VOS 82 113 0 15 Apr 2020
Motion-supervised Co-Part Segmentation Aliaksandr Siarohin Subhankar Roy Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe SSL 41 35 0 07 Apr 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation Lu Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 79 177 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 244 2,625 0 26 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 204 12,085 0 13 Nov 2019
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 205 149 0 15 Oct 2019
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision D. Nguyen Maximilian Dax Chaithanya Kumar Mummadi Thi Phuong Nhung Ngo T. Nguyen Zhongyu Lou Thomas Brox 63 70 0 28 Sep 2019
SCOPS: Self-Supervised Co-Part Segmentation Wei-Chih Hung Varun Jampani Sifei Liu Pavlo Molchanov Ming-Hsuan Yang Jan Kautz 77 141 0 03 May 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 77 709 0 01 Apr 2019
Multi-source weak supervision for saliency detection Yu Zeng Yunzhi Zhuge Huchuan Lu Lulu Zhang Mingyang Qian Yizhou Yu 62 169 0 01 Apr 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 67 47 0 27 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 83 490 0 18 Mar 2019
Unsupervised Discovery of Parts, Structure, and Dynamics Zhenjia Xu Zhijian Liu Chen Sun Kevin Patrick Murphy William T. Freeman J. Tenenbaum Jiajun Wu OCL 66 61 0 12 Mar 2019
Unsupervised Moving Object Detection via Contextual Information Separation Yanchao Yang Antonio Loquercio Davide Scaramuzza Stefano Soatto GAN 61 127 0 10 Jan 2019
The Visual Centrifuge: Model-Free Layered Video Representations Jean-Baptiste Alayrac João Carreira Andrew Zisserman 59 48 0 04 Dec 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 147 530 0 06 Sep 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 75 377 0 25 Jun 2018
Unsupervised Learning of Object Landmarks through Conditional Image Generation Tomas Jakab Ankush Gupta Hakan Bilen Andrea Vedaldi SSL 87 253 0 20 Jun 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 179 3,458 0 05 May 2018
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective Jing Zhang Tong Zhang Yuchao Dai Mehrtash Harandi Leonid Sigal 53 183 0 29 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 67 97 0 01 Dec 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 256 2,445 0 07 Sep 2017
Learning Motion Patterns in Videos P. Tokmakov Alahari Karteek Cordelia Schmid VOS 88 268 0 21 Dec 2016
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 74 525 0 19 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,081 0 06 Dec 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 110 1,217 0 03 Nov 2016
It's Moving! A Probabilistic Model for Causal Motion Segmentation in Moving Camera Videos Pia Bideau Erik Learned-Miller 60 143 0 01 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,249 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Coherent Motion Segmentation in Moving Camera Videos using Optical Flow Orientations Manjunath Narayana Allen R. Hanson Erik Learned-Miller 35 130 0 05 Nov 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 311 4,177 0 26 Apr 2015
Salient Object Detection: A Discriminative Regional Feature Integration Approach Huaizu Jiang Zejian Yuan Ming-Ming Cheng Yihong Gong Nanning Zheng Jingdong Wang FAtt 103 1,270 0 22 Oct 2014