SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping

14 May 2021

Papers citing "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping"

50 / 55 papers shown

Title
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 62 0 0 02 Apr 2025
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals Stefan Stojanov David Wendt Seungwoo Kim R. Venkatesh Kevin T. Feigelis Jiajun Wu Daniel L. K. Yamins SSL 71 0 0 25 Mar 2025
Benchmarking the Robustness of Optical Flow Estimation to Corruptions Zhonghua Yi Hao-miao Shi Qi Jiang Yao Gao Ze Wang Y. Zhang Kailun Yang Kaiwei Wang AAML 70 1 0 22 Nov 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou Yi Chang Zhiwei Shi Wending Yan Gang Chen Yonghong Tian Luxin Yan 20 1 0 25 Sep 2024
Self-Supervised Any-Point Tracking by Contrastive Random Walks Ayush Shrivastava Andrew Owens 28 3 0 24 Sep 2024
Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation Friedhelm Hamann ZiYun Wang Ioannis Asmanis Kenneth Chaney Guillermo Gallego Kostas Daniilidis 42 11 0 15 Jul 2024
Rethink Predicting the Optical Flow with the Kinetics Perspective Yuhao Cheng Si-Jia Zhang Yiqiang Yan 24 0 0 21 May 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 45 2 0 14 May 2024
Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation Dong Lao Congli Wang Alex Wong Stefano Soatto 44 5 0 06 May 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 24 4 0 04 May 2024
A Perspective on Deep Vision Performance with Standard Image and Video Codecs Christoph Reich Oliver Hahn Daniel Cremers Stefan Roth Biplob K. Debnath 36 1 0 18 Apr 2024
OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong Hong Cai Risheek Garrepalli J. Lin Munawar Hayat Fatih Porikli 30 4 0 26 Mar 2024
Self-Supervised Multi-Frame Neural Scene Flow Dongrui Liu Daqi Liu Xueqian Li Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Lei Chu 26 3 0 24 Mar 2024
Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow Hanyu Zhou Yi Chang Zhiwei Shi Luxin Yan 40 6 0 12 Mar 2024
BootsTAP: Bootstrapped Training for Tracking-Any-Point Carl Doersch Pauline Luc Yi Yang Dilara Gokay Skanda Koppula ... Joseph Heyward Ignacio Rocco Ross Goroshin João Carreira Andrew Zisserman 40 39 0 01 Feb 2024
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow Hanyu Zhou Yi Chang Haoyue Liu Wending Yan Yuxing Duan Zhiwei Shi Luxin Yan 32 2 0 31 Jan 2024
Refining Pre-Trained Motion Models Xinglong Sun Adam W. Harley Leonidas J. Guibas 31 9 0 01 Jan 2024
UFD-PRiME: Unsupervised Joint Learning of Optical Flow and Stereo Depth through Pixel-Level Rigid Motion Estimation Shuai Yuan Carlo Tomasi MDE 3DPC 26 2 0 07 Oct 2023
Doduo: Learning Dense Visual Correspondence from Unsupervised Semantic-Aware Flow Zhenyu Jiang Hanwen Jiang Yuke Zhu VOS 14 4 0 26 Sep 2023
EMR-MSF: Self-Supervised Recurrent Monocular Scene Flow Exploiting Ego-Motion Rigidity Zijie Jiang Masatoshi Okutomi MDE 11 1 0 04 Sep 2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures Christoph Reich Tim Prangemeier Heinz Koeppl 23 0 0 23 Aug 2023
Pseudo Flow Consistency for Self-Supervised 6D Object Pose Estimation Yang Hai Rui Song Jiaojiao Li David Ferstl Yinlin Hu MDE 3DPC 13 9 0 19 Aug 2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction Zhangxing Bian Shuwen Wei Yihao Liu Junyu Chen J. Zhuo Fangxu Xing Jonghye Woo A. Carass Jerry L. Prince MedIm 16 2 0 05 Aug 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 34 36 0 28 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 31 23 0 24 Jul 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera Lujie Xia Ziluo Ding Rui Zhao Jiyuan Zhang Lei Ma Zhaofei Yu Tiejun Huang Ruiqin Xiong 12 9 0 12 Jul 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Yijin Li Hongwei Qin Jifeng Dai Xiaogang Wang Hongsheng Li 22 4 0 08 Jun 2023
Unifying (Machine) Vision via Counterfactual World Modeling Daniel M. Bear Kevin T. Feigelis Honglin Chen Wanhee Lee R. Venkatesh Klemen Kotar Alex Durango Daniel L. K. Yamins VGen 23 12 0 02 Jun 2023
Modelling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network Zitang Sun Yen-Ju Chen Yung-Hao Yang Shinýa Nishida 3DH 23 0 0 16 May 2023
Object Discovery from Motion-Guided Tokens Zhipeng Bao P. Tokmakov Yu-xiong Wang Adrien Gaidon M. Hebert OCL 26 20 0 27 Mar 2023
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling Jisoo Jeong H. Cai Risheek Garrepalli Fatih Porikli 52 11 0 24 Mar 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow Hanyu Zhou Yi Chang Wending Yan Luxin Yan 11 10 0 14 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving Shuai Yuan Shuzhi Yu Hannah Kim Carlo Tomasi 3DPC 21 6 0 10 Mar 2023
RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes Tak-Wai Hui MDE 64 47 0 08 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 27 82 0 02 Mar 2023
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming Yang Deqing Sun 20 8 0 04 Dec 2022
Learning Dense and Continuous Optical Flow from an Event Camera Zhexiong Wan Yuchao Dai Yuxin Mao 16 56 0 16 Nov 2022
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 37 20 0 16 Nov 2022
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation Lingtong Kong J. Yang 19 26 0 11 Nov 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 100 20 0 21 Oct 2022
Unsupervised Flow Refinement near Motion Boundaries Shuzhi Yu Hannah Kim Shuai Yuan Carlo Tomasi 19 5 0 03 Aug 2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos Yunhui Han Kunming Luo Ao Luo Jiangyu Liu Haoqiang Fan G. Luo Shuaicheng Liu 9 23 0 22 Jul 2022
Semi-Supervised Learning of Optical Flow by Flow Supervisor Woobin Im Sebin Lee Sung-eui Yoon 13 11 0 21 Jul 2022
M-FUSE: Multi-frame Fusion for Scene Flow Estimation Lukas Mehl Azin Jahedi Jenny Schmalfuss Andrés Bruhn 3DPC 19 14 0 12 Jul 2022
Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction Vincent Le Guen Clément Rambour Nicolas Thome 14 1 0 08 Jul 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 40 114 0 27 May 2022
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow Xiuchao Sui Shaohua Li Xue Geng Yan Wu Xinxing Xu Yong Liu Rick Siow Mong Goh Hongyuan Zhu ViT 26 95 0 31 Mar 2022
Disentangling Architecture and Training for Optical Flow Deqing Sun Charles Herrmann F. Reda Michael Rubinstein David Fleet William T. Freeman 3DPC OOD 58 34 0 21 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-xiong Wang Adrien Gaidon M. Hebert OCL 26 43 0 18 Mar 2022
Optical Flow Training under Limited Label Budget via Active Learning Shuai Yuan Xian Sun Hannah Kim Shuzhi Yu Carlo Tomasi 13 10 0 09 Mar 2022