AutoFlow: Learning a Better Training Set for Optical Flow

29 April 2021

Charles Herrmann

William T. Freeman

Papers citing "AutoFlow: Learning a Better Training Set for Optical Flow"

26 / 26 papers shown

Title
Direct Motion Models for Assessing Generated Videos Kelsey R. Allen Carl Doersch Guangyao Zhou Mohammed Suhail Danny Driess ... Thomas Kipf Mehdi S. M. Sajjadi Kevin P. Murphy João Carreira Sjoerd van Steenkiste EGVM DiffM VGen 78 0 0 30 Apr 2025
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow Hongyu Wen Erich Liang Jia Deng 3DPC 34 5 0 09 Sep 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 29 4 0 04 May 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 62 5 0 13 Mar 2024
GAFlow: Incorporating Gaussian Attention into Optical Flow Ao Luo Fan Yang Xin Li Lang Nie Chunyu Lin Haoqiang Fan Shuaicheng Liu 41 22 0 28 Sep 2023
CoTracker: It is Better to Track Together Nikita Karaev Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht VOT ViT 49 246 0 14 Jul 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 19 6 0 09 Jun 2023
Bridging the Gap: Enhancing the Utility of Synthetic Data via Post-Processing Techniques A. Lampis Eugenio Lomurno Matteo Matteucci 18 7 0 17 May 2023
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation Hyun-Joo Jung Zhuo Hui Lei Luo Haitao Yang Feng Liu S. Yoo Rakesh Ranjan D. Demandolx 3DPC 26 13 0 29 Mar 2023
Learning Optical Flow from Event Camera with Rendered Dataset Xinglong Luo Kunming Luo Ao Luo Zhengning Wang Ping Tan Shuaicheng Liu 19 16 0 20 Mar 2023
Interactive Control over Temporal Consistency while Stylizing Video Streams Sumit Shekhar M. Reimann Moritz Hilscher Amir Semmo Jürgen Döllner Matthias Trapp 14 1 0 02 Jan 2023
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming Yang Deqing Sun 22 8 0 04 Dec 2022
Dynamic Appearance: A Video Representation for Action Recognition with Joint Training Guoxi Huang A. Bors 21 1 0 23 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi F. I. F. Richard Yu Dacheng Tao Andreas Geiger MDE 31 193 0 10 Nov 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Philippe Weinzaepfel Vincent Leroy Thomas Lucas Romain Brégier Yohann Cabon Vaibhav Arora L. Antsfeld Boris Chidlovskii G. Csurka Jérôme Revaud SSL 36 64 0 19 Oct 2022
WorldGen: A Large Scale Generative Simulator Chahat Deep Singh R. Kumari Cornelia Fermuller N. Sanket Yiannis Aloimonos 21 4 0 03 Oct 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 21 11 0 21 Jul 2022
Deep Equilibrium Optical Flow Estimation Shaojie Bai Zhengyang Geng Yash Savani J. Zico Kolter 27 67 0 18 Apr 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
IFOR: Iterative Flow Minimization for Robotic Object Rearrangement Ankit Goyal Arsalan Mousavian Chris Paxton Yu-Wei Chao Brian Okorn Jia Deng D. Fox 32 55 0 01 Feb 2022
AutoSeg -- Steering the Inductive Biases for Automatic Pathology Segmentation Felix Meissen Georgios Kaissis Daniel Rueckert UQCV 17 3 0 24 Jan 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 53 342 0 26 Nov 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 158 175 0 04 Nov 2016