What Matters in Unsupervised Optical Flow

8 June 2020

Papers citing "What Matters in Unsupervised Optical Flow"

45 / 45 papers shown

Title
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields Taewoo Kim Yujeong Chae Hyun-Kurl Jang Kuk-Jin Yoon 94 34 0 20 Feb 2025
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 78 0 0 20 Aug 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 46 4 0 04 May 2024
Trustworthy Self-Attention: Enabling the Network to Focus Only on the Most Relevant References Jing Yu Yujuan Tan Ao Ren Duo Liu 3DPC 44 0 0 01 Mar 2024
Doduo: Learning Dense Visual Correspondence from Unsupervised Semantic-Aware Flow Zhenyu Jiang Hanwen Jiang Yuke Zhu VOS 36 4 0 26 Sep 2023
DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume Xingyu Miao Yang Bai Haoran Duan Yawen Huang Fan Wan Xinxing Xu Yang Long Yefeng Zheng MDE 31 17 0 14 Aug 2023
DefCor-Net: Physics-Aware Ultrasound Deformation Correction Zhongliang Jiang Yue Zhou Dongliang Cao Nassir Navab 30 11 0 07 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 26 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 48 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 44 25 0 24 Jul 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 30 0 0 16 May 2023
SENDD: Sparse Efficient Neural Depth and Deformation for Tissue Tracking Adam Schmidt Omid Mohareri S. DiMaio Septimiu E. Salcudean MedIm 34 11 0 10 May 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 38 69 0 17 Mar 2023
Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses Junbong Jang Kwonmoo Lee Tae-Kyun Kim 27 1 0 15 Mar 2023
Adversarially Robust Video Perception by Seeing Motion Lingyu Zhang Chengzhi Mao Junfeng Yang Carl Vondrick VGen AAML 49 2 0 13 Dec 2022
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming-Hsuan Yang Deqing Sun 35 9 0 04 Dec 2022
Vision-based localization methods under GPS-denied conditions Zihao Lu Fei Liu Xianke Lin 32 5 0 22 Nov 2022
Instance Segmentation with Cross-Modal Consistency A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 19 1 0 14 Oct 2022
Weakly-Supervised Optical Flow Estimation for Time-of-Flight Michael Schelling Pedro Hermosilla Timo Ropinski 28 6 0 11 Oct 2022
INV-Flow2PoseNet: Light-Resistant Rigid Object Pose from Optical Flow of RGB-D Images using Images, Normals and Vertices Torben Fetzer Gerd Reis D. Stricker 3DH 27 0 0 14 Sep 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 24 23 0 22 Jul 2022
Semi-Supervised Learning of Optical Flow by Flow Supervisor Woobin Im Sebin Lee Sung-eui Yoon 32 11 0 21 Jul 2022
Self-SuperFlow: Self-supervised Scene Flow Prediction in Stereo Sequences Katharina Bendig René Schuster D. Stricker 3DPC 16 1 0 30 Jun 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 53 115 0 27 May 2022
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video D. Mandal Abhilash Jain MDE 23 1 0 19 May 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 29 19 0 26 Apr 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Andrei Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 25 84 0 15 Apr 2022
Dressing in the Wild by Watching Dance Videos Xin Dong Fuwei Zhao Zhenyu Xie Xijin Zhang Daniel K. Du Min Zheng Xiang Long Xiaodan Liang Jianchao Yang 3DH 27 26 0 29 Mar 2022
Learning Optical Flow, Depth, and Scene Flow without Real-World Labels Vitor Campagnolo Guizilini Kuan-Hui Lee Rares Andrei Ambrus Adrien Gaidon SSL 3DPC MDE 41 44 0 28 Mar 2022
Disentangling Architecture and Training for Optical Flow Deqing Sun Charles Herrmann F. Reda Michael Rubinstein David Fleet William T. Freeman 3DPC OOD 71 34 0 21 Mar 2022
Optical Flow Training under Limited Label Budget via Active Learning Shuai Yuan Xian Sun Hannah Kim Shuzhi Yu Carlo Tomasi 18 10 0 09 Mar 2022
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation Peng Li Jiayin Zhao Jingyao Wu Chao Deng Haoqian Wang Tao Yu 26 19 0 04 Mar 2022
Balancing Domain Experts for Long-Tailed Camera-Trap Recognition Byeongjun Park Jeongsoo Kim Seungju Cho Heeseon Kim Changick Kim 29 2 0 15 Feb 2022
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Jun-ho Park Chulwoo Lee Chang-Su Kim 33 150 0 15 Aug 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 24 38 0 26 Jul 2021
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry Guangming Wang Shuaiqi Ren Hesheng Wang 23 14 0 08 Jul 2021
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction Julia Guerrero-Viu Sergio Izquierdo Philipp Schroppel Thomas Brox 19 0 0 01 Jun 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 40 81 0 14 May 2021
Self-Supervised Multi-Frame Monocular Scene Flow Junhwa Hur Stefan Roth MDE 24 48 0 05 May 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 Apr 2021
XVFI: eXtreme Video Frame Interpolation Hyeonjun Sim Jihyong Oh Munchurl Kim 57 164 0 30 Mar 2021
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses Jing Jin Mantang Guo Junhui Hou Hui Liu H. Xiong 35 6 0 14 Feb 2021
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning Kunming Luo Chuan Wang Shuaicheng Liu Haoqiang Fan Jue Wang Jian Sun MDE 27 75 0 01 Dec 2020
DUT: Learning Video Stabilization by Simply Watching Unstable Videos Yufei Xu Jing Zhang Stephen J. Maybank Dacheng Tao 25 42 0 30 Nov 2020