DDFlow: Learning Optical Flow with Unlabeled Data Distillation

25 February 2019

Pengpeng Liu

Irwin King

Michael R. Lyu

Jia Xu

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Papers citing "DDFlow: Learning Optical Flow with Unlabeled Data Distillation"

25 / 25 papers shown

Title
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 76 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 35 4 0 04 May 2024
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 26 16 0 14 Aug 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 39 25 0 24 Jul 2023
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming Yang Deqing Sun 35 9 0 04 Dec 2022
GlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates Jerin Geo James Devansh Jain Ajit V. Rajwade 27 14 0 25 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 17 23 0 22 Jul 2022
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong Boyuan Jiang Donghao Luo Wenqing Chu Xiaoming Huang Ying Tai Chengjie Wang Jie Yang 74 146 0 29 May 2022
Joint Learning of Feature Extraction and Cost Aggregation for Semantic Correspondence Jiwon Kim Youngjo Min Mira Kim Seung Wook Kim FedML 16 0 0 05 Apr 2022
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M. Asano Aaqib Saeed 43 7 0 01 Dec 2021
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry Guangming Wang Shuaiqi Ren Hesheng Wang 23 14 0 08 Jul 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
Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 36 17 0 10 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 Apr 2021
Unsupervised Monocular Depth Reconstruction of Non-Rigid Scenes Ayca Takmaz D. Paudel Thomas Probst Ajad Chhatkuli Martin R. Oswald Luc Van Gool MDE 18 2 0 31 Dec 2020
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
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 35 33 0 16 Nov 2020
Learnable Cost Volume Using the Cayley Representation Taihong Xiao Jinwei Yuan Deqing Sun Qifei Wang Xinyu Zhang Kehan Xu Ming-Hsuan Yang 52 12 0 21 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 19 2,843 0 09 Jun 2020
Optical Flow Estimation in the Deep Learning Age Junhwa Hur Stefan Roth 14 33 0 06 Apr 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos Fabio Tosi Filippo Aleotti Pierluigi Zama Ramirez Matteo Poggi Samuele Salti Luigi Di Stefano S. Mattoccia MDE 19 76 0 31 Mar 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation L. Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 30 175 0 29 Mar 2020
Automatic Generation of Dense Non-rigid Optical Flow Hoàng-Ân Lê Tushar Nimbhorkar Thomas Mensink A. S. Baslamisli Sezer Karaoglu Theo Gevers 18 2 0 05 Dec 2018