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1809.05571
Cited By
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation
14 September 2018
Deqing Sun
Xiaodong Yang
Ming-Yuan Liu
Jan Kautz
3DPC
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Papers citing
"Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation"
50 / 97 papers shown
Removing Cost Volumes from Optical Flow Estimators
Simon Kiefhaber
Stefan Roth
Simone Schaub-Meyer
131
0
0
15 Oct 2025
FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases
Matteo Poggi
Fabio Tosi
106
3
0
05 Sep 2025
WAFT: Warping-Alone Field Transforms for Optical Flow
Yihan Wang
Gaowen Liu
236
2
0
26 Jun 2025
DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning
Wenhao Yao
Zhenxin Li
Shiyi Lan
Zi Wang
Xinglong Sun
Jose M. Alvarez
Zuxuan Wu
316
22
0
07 Jun 2025
Learning Optical Flow Field via Neural Ordinary Differential Equation
Leyla Mirvakhabova
H. Cai
Jisoo Jeong
Hanno Ackermann
F. G. Zanjani
Fatih Porikli
195
0
0
03 Jun 2025
MicroFlow: Domain-Specific Optical Flow for Ground Deformation Estimation in Seismic Events
Juliette Bertrand
Sophie Giffard-Roisin
James Hollingsworth
Julien Mairal
174
0
0
18 Apr 2025
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation
Gangwei Xu
Haotong Lin
Zhe Zhang
H. Luo
Haiyang Sun
Xin-She Yang
345
0
0
05 Mar 2025
YOIO: You Only Iterate Once by mining and fusing multiple necessary global information in the optical flow estimation
Jing Yu
Yujuan Tan
Ao Ren
Dongyeop Kang
281
1
0
11 Jan 2024
Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Ri Cheng
Ruian He
Xuhao Jiang
Shili Zhou
Weimin Tan
Bo Yan
352
1
0
12 Dec 2023
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume
Gangwei Xu
Shujun Chen
Hao Jia
Miaojie Feng
Xin Yang
277
8
0
06 Dec 2023
Open-DDVM: A Reproduction and Extension of Diffusion Model for Optical Flow Estimation
Qiaole Dong
Bo Zhao
Yanwei Fu
196
3
0
04 Dec 2023
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
Neural Information Processing Systems (NeurIPS), 2023
Shangkun Sun
Jiaming Liu
Thomas H. Li
Huaxia Li
Guoqing Liu
Wei-Nan Gao
220
10
0
28 Nov 2023
Win-Win: Training High-Resolution Vision Transformers from Two Windows
International Conference on Learning Representations (ICLR), 2023
Vincent Leroy
Jérôme Revaud
Thomas Lucas
Philippe Weinzaepfel
ViT
274
6
0
01 Oct 2023
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Zhonghua Yi
Haowen Shi
Kailun Yang
Zhijie Xu
Yaozu Ye
Ze Wang
Huajian Ni
Kaiwei Wang
3DPC
208
12
0
14 Aug 2023
SplatFlow: Learning Multi-frame Optical Flow via Splatting
International Journal of Computer Vision (IJCV), 2023
Bo Wang
Yi-Feng Zhang
Jian Li
Yang Yu
Zhenping Sun
Tianpeng Liu
Dewen Hu
243
13
0
15 Jun 2023
Rethinking Optical Flow from Geometric Matching Consistent Perspective
Computer Vision and Pattern Recognition (CVPR), 2023
Qiaole Dong
Chenjie Cao
Yanwei Fu
270
55
0
15 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving
IEEE International Conference on Computer Vision (ICCV), 2023
Shuai Yuan
Shuzhi Yu
Hannah Kim
Carlo Tomasi
3DPC
228
9
0
10 Mar 2023
Continuous Space-Time Video Super-Resolution Utilizing Long-Range Temporal Information
Yuantong Zhang
Daiqin Yang
Zhenzhong Chen
Wenpeng Ding
SupR
177
1
0
26 Feb 2023
Optical Flow Estimation in 360
∘
^\circ
∘
Videos: Dataset, Model and Application
Bin Duan
Keshav Bhandari
Gaowen Liu
Yan Yan
142
0
0
27 Jan 2023
Optical Flow for Autonomous Driving: Applications, Challenges and Improvements
Shihao Shen
Louis Kerofsky
S. Yogamani
227
13
0
11 Jan 2023
CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks
Jiangpeng Li
Y. Niu
194
1
0
20 Dec 2022
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow
IEEE International Conference on Computer Vision (ICCV), 2022
Philippe Weinzaepfel
Thomas Lucas
Vincent Leroy
Yohann Cabon
Vaibhav Arora
Romain Brégier
G. Csurka
L. Antsfeld
Boris Chidlovskii
Jérôme Revaud
ViT
446
156
0
18 Nov 2022
Learning Dense and Continuous Optical Flow from an Event Camera
IEEE Transactions on Image Processing (IEEE TIP), 2022
Zhexiong Wan
Yuchao Dai
Yuxin Mao
239
79
0
16 Nov 2022
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation
Lingtong Kong
J. Yang
220
31
0
11 Nov 2022
Unifying Flow, Stereo and Depth Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Haofei Xu
Jing Zhang
Jianfei Cai
Hamid Rezatofighi
Feng Yu
Dacheng Tao
Andreas Geiger
MDE
433
315
0
10 Nov 2022
Robust Reflection Removal with Flash-only Cues in the Wild
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chenyang Lei
Xu-dong Jiang
Qifeng Chen
183
20
0
05 Nov 2022
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation
Zhiqi Zhang
Nitin Bansal
Changjiang Cai
Pan Ji
Qingan Yan
Xiangyu Xu
Yi Tian Xu
409
5
0
25 Oct 2022
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation
Keshav Bhandari
Bin Duan
Gaowen Liu
Hugo Latapie
Ziliang Zong
Yan Yan
MDE
116
2
0
07 Aug 2022
Deep 360
∘
^\circ
∘
Optical Flow Estimation Based on Multi-Projection Fusion
European Conference on Computer Vision (ECCV), 2022
Yiheng Li
Connelly Barnes
Kun Huang
Fang-Lue Zhang
MDE
3DPC
200
18
0
27 Jul 2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos
European Conference on Computer Vision (ECCV), 2022
Yunhui Han
Kunming Luo
Ao Luo
Jiangyu Liu
Haoqiang Fan
G. Luo
Shuaicheng Liu
196
30
0
22 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow Estimation
International Journal of Computer Vision (IJCV), 2022
Zhiwei Lin
Tingting Liang
Taihong Xiao
Yongtao Wang
Zhi Tang
Ming-Hsuan Yang
180
2
0
04 Jul 2022
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration
Xiao Fan
Shuxin Zhuang
Zhemin Zhuang
Ye Yuan
Shunmin Qiu
A. Raj
Yibiao Rong
MedIm
237
0
0
27 Jun 2022
SKFlow: Learning Optical Flow with Super Kernels
Neural Information Processing Systems (NeurIPS), 2022
Shangkun Sun
Yuanqi Chen
Y. Zhu
Guodong Guo
Gezhong Li
214
76
0
29 May 2022
Deep Equilibrium Optical Flow Estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Shaojie Bai
Zhengyang Geng
Yash Savani
J. Zico Kolter
234
83
0
18 Apr 2022
Imposing Consistency for Optical Flow Estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Jisoo Jeong
J. Lin
Fatih Porikli
Nojun Kwak
205
42
0
14 Apr 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow
Computer Vision and Pattern Recognition (CVPR), 2022
Zihua Zheng
Ni Nie
Zhi Ling
Pengfei Xiong
Jiangyu Liu
Hongya Wang
Jiankun Li
MDE
205
60
0
01 Apr 2022
FlowFormer: A Transformer Architecture for Optical Flow
European Conference on Computer Vision (ECCV), 2022
Zhaoyang Huang
Xiaoyu Shi
Chao Zhang
Qiang Wang
Ka Chun Cheung
Hongwei Qin
Jifeng Dai
Jiaming Song
ViT
475
391
0
30 Mar 2022
Global Matching with Overlapping Attention for Optical Flow Estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Shiyu Zhao
Long Zhao
Zhixing Zhang
Enyu Zhou
Dimitris N. Metaxas
3DPC
234
97
0
21 Mar 2022
Disentangling Architecture and Training for Optical Flow
European Conference on Computer Vision (ECCV), 2022
Deqing Sun
Charles Herrmann
F. Reda
Michael Rubinstein
David Fleet
William T. Freeman
3DPC
OOD
403
40
0
21 Mar 2022
Learning Optical Flow with Adaptive Graph Reasoning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Ao Luo
Fan Yang
Kunming Luo
Xin Li
Haoqiang Fan
Shuaicheng Liu
169
68
0
08 Feb 2022
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving
Haowen Shi
Yifan Zhou
Kailun Yang
X. Yin
Kaiwei Wang
3DPC
173
24
0
02 Feb 2022
Revisiting RCAN: Improved Training for Image Super-Resolution
Zudi Lin
Prateek Garg
Atmadeep Banerjee
Salma Abdel Magid
Deqing Sun
Yulun Zhang
Luc Van Gool
D. Wei
Hanspeter Pfister
SupR
172
70
0
27 Jan 2022
360° Optical Flow using Tangent Images
British Machine Vision Conference (BMVC), 2021
Mingze Yuan
Christian Richardt
MDE
306
15
0
28 Dec 2021
GMFlow: Learning Optical Flow via Global Matching
Computer Vision and Pattern Recognition (CVPR), 2021
Haofei Xu
Jing Zhang
Jianfei Cai
Hamid Rezatofighi
Dacheng Tao
445
460
0
26 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
A. Narayan
Piero Molino
Karan Goel
Willie Neiswanger
Christopher Ré
173
11
0
08 Nov 2021
Efficient 3D Deep LiDAR Odometry
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Guangming Wang
Xin Wu
Shuyang Jiang
Yanfeng Guo
Hesheng Wang
3DPC
226
64
0
03 Nov 2021
SLURP: Side Learning Uncertainty for Regression Problems
British Machine Vision Conference (BMVC), 2021
Xuanlong Yu
Gianni Franchi
Emanuel Aldea
UQCV
BDL
225
14
0
21 Oct 2021
Optical Flow Reusing for High-Efficiency Space-Time Video Super Resolution
Yuantong Zhang
Huairui Wang
Ziru Xu
Zhenzhong Chen
SupR
284
22
0
13 Oct 2021
Sensor-Guided Optical Flow
Matteo Poggi
Filippo Aleotti
S. Mattoccia
180
5
0
30 Sep 2021
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network
Prune Truong
Martin Danelljan
Radu Timofte
Luc Van Gool
425
111
0
28 Sep 2021
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