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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 / 69 papers shown
Title
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
30
0
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
34
0
0
03 Jun 2025
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume
Gangwei Xu
Shujun Chen
Hao Jia
Miaojie Feng
Xin Yang
114
5
0
06 Dec 2023
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving
Zhonghua Yi
Haowen Shi
Kailun Yang
Zhijie Xu
Yaozu Ye
Ze Wang
Huajian Ni
Kaiwei Wang
3DPC
82
10
0
14 Aug 2023
Rethinking Optical Flow from Geometric Matching Consistent Perspective
Qiaole Dong
Chenjie Cao
Yanwei Fu
100
34
0
15 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving
Shuai Yuan
Shuzhi Yu
Hannah Kim
Carlo Tomasi
3DPC
73
7
0
10 Mar 2023
Continuous Space-Time Video Super-Resolution Utilizing Long-Range Temporal Information
Yuantong Zhang
Daiqin Yang
Zhenzhong Chen
Wenpeng Ding
SupR
98
1
0
26 Feb 2023
Optical Flow for Autonomous Driving: Applications, Challenges and Improvements
Shihao Shen
Louis Kerofsky
S. Yogamani
103
12
0
11 Jan 2023
CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks
Jiangpeng Li
Y. Niu
76
1
0
20 Dec 2022
Learning Dense and Continuous Optical Flow from an Event Camera
Zhexiong Wan
Yuchao Dai
Yuxin Mao
109
62
0
16 Nov 2022
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation
Lingtong Kong
J. Yang
63
27
0
11 Nov 2022
Unifying Flow, Stereo and Depth Estimation
Haofei Xu
Jing Zhang
Jianfei Cai
Hamid Rezatofighi
Feng Yu
Dacheng Tao
Andreas Geiger
MDE
152
217
0
10 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
102
5
0
25 Oct 2022
Deep 360
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Optical Flow Estimation Based on Multi-Projection Fusion
Yiheng Li
Connelly Barnes
Kun Huang
Fang-Lue Zhang
MDE
3DPC
64
16
0
27 Jul 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
80
23
0
22 Jul 2022
Deep Equilibrium Optical Flow Estimation
Shaojie Bai
Zhengyang Geng
Yash Savani
J. Zico Kolter
89
69
0
18 Apr 2022
Imposing Consistency for Optical Flow Estimation
Jisoo Jeong
J. Lin
Fatih Porikli
Nojun Kwak
116
39
0
14 Apr 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow
Zihua Zheng
Ni Nie
Zhi Ling
Pengfei Xiong
Jiangyu Liu
Hongya Wang
Jiankun Li
MDE
70
46
0
01 Apr 2022
FlowFormer: A Transformer Architecture for Optical Flow
Zhaoyang Huang
Xiaoyu Shi
Chao Zhang
Qiang Wang
Ka Chun Cheung
Hongwei Qin
Jifeng Dai
Hongsheng Li
ViT
114
286
0
30 Mar 2022
Global Matching with Overlapping Attention for Optical Flow Estimation
Shiyu Zhao
Long Zhao
Zhixing Zhang
Enyu Zhou
Dimitris N. Metaxas
3DPC
131
79
0
21 Mar 2022
Disentangling Architecture and Training for Optical Flow
Deqing Sun
Charles Herrmann
F. Reda
Michael Rubinstein
David Fleet
William T. Freeman
3DPC
OOD
152
35
0
21 Mar 2022
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving
Haowen Shi
Yifan Zhou
Kailun Yang
X. Yin
Kaiwei Wang
3DPC
66
17
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
100
59
0
27 Jan 2022
360° Optical Flow using Tangent Images
Mingze Yuan
Christian Richardt
MDE
100
13
0
28 Dec 2021
GMFlow: Learning Optical Flow via Global Matching
Haofei Xu
Jing Zhang
Jianfei Cai
Hamid Rezatofighi
Dacheng Tao
164
364
0
26 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
A. Narayan
Piero Molino
Karan Goel
Willie Neiswanger
Christopher Ré
76
11
0
08 Nov 2021
Efficient 3D Deep LiDAR Odometry
Guangming Wang
Xin Wu
Shuyang Jiang
Yanfeng Guo
Hesheng Wang
3DPC
78
47
0
03 Nov 2021
Optical Flow Reusing for High-Efficiency Space-Time Video Super Resolution
Yuantong Zhang
Huairui Wang
Ziru Xu
Zhenzhong Chen
SupR
111
17
0
13 Oct 2021
Sensor-Guided Optical Flow
Matteo Poggi
Filippo Aleotti
S. Mattoccia
88
5
0
30 Sep 2021
E-RAFT: Dense Optical Flow from Event Cameras
Mathias Gehrig
Mario Millhäusler
Daniel Gehrig
Davide Scaramuzza
67
151
0
24 Aug 2021
Multi-scale Matching Networks for Semantic Correspondence
Dongyang Zhao
Ziyang Song
Zhenghao Ji
Gangming Zhao
Weifeng Ge
Yizhou Yu
99
49
0
31 Jul 2021
Detail Preserving Residual Feature Pyramid Modules for Optical Flow
Libo Long
J. Lang
61
6
0
23 Jul 2021
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction
A. Salehi
M. Balasubramanian
61
2
0
12 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction
A. Salehi
M. Balasubramanian
MDE
53
16
0
09 Jul 2021
AutoFlow: Learning a Better Training Set for Optical Flow
Deqing Sun
Daniel Vlasic
Charles Herrmann
Varun Jampani
Michael Krainin
Huiwen Chang
Ramin Zabih
William T. Freeman
Ce Liu
3DPC
94
118
0
29 Apr 2021
High-Resolution Optical Flow from 1D Attention and Correlation
Haofei Xu
Jiaolong Yang
Jianfei Cai
Juyong Zhang
Xin Tong
130
77
0
28 Apr 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving
Chenxu Luo
Xiaodong Yang
Alan Yuille
SSL
3DPC
60
66
0
18 Apr 2021
Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds
Bojun Ouyang
D. Raviv
3DPC
77
17
0
10 Apr 2021
Learning optical flow from still images
Filippo Aleotti
Matteo Poggi
S. Mattoccia
3DPC
91
35
0
08 Apr 2021
LIFE: Lighting Invariant Flow Estimation
Zhaoyang Huang
Xiao Pan
Runsen Xu
Yan Xu
Ka Chun Cheung
Guofeng Zhang
Hongsheng Li
74
8
0
07 Apr 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation
Shihao Jiang
Dylan Campbell
Yao Lu
Hongdong Li
Leonid Sigal
3DPC
145
297
0
06 Apr 2021
Learning Optical Flow from a Few Matches
Shihao Jiang
Yao Lu
Hongdong Li
Leonid Sigal
95
71
0
05 Apr 2021
COTR: Correspondence Transformer for Matching Across Images
Wei Jiang
Eduard Trulls
J. Hosang
Andrea Tagliasacchi
K. M. Yi
ViT
102
265
0
25 Mar 2021
Occlusion Guided Scene Flow Estimation on 3D Point Clouds
Bojun Ouyang
D. Raviv
3DPC
119
29
0
30 Nov 2020
HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects
Suihanjin Yu
Youming Zhang
Chen Wang
Xiao Bai
Liang Zhang
Edwin R. Hancock
30
3
0
19 Nov 2020
Hierarchical Attention Learning of Scene Flow in 3D Point Clouds
Guangming Wang
Xin Wu
Yanfeng Guo
Hesheng Wang
3DPC
63
72
0
12 Oct 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network
Prune Truong
Martin Danelljan
Luc Van Gool
Radu Timofte
128
78
0
16 Sep 2020
Learnable Cost Volume Using the Cayley Representation
Taihong Xiao
Jinwei Yuan
Deqing Sun
Qifei Wang
Xinyu Zhang
Kehan Xu
Ming-Hsuan Yang
96
12
0
21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition
Xitong Yang
Xiaodong Yang
Sifei Liu
Deqing Sun
L. Davis
Jan Kautz
SSL
108
13
0
20 Jul 2020
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
Tak-Wai Hui
Chen Change Loy
80
68
0
18 Jul 2020
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