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1904.02957
Cited By
Learning to Adapt for Stereo
5 April 2019
A. Tonioni
Oscar Rahnama
Thomas Joy
Luigi Di Stefano
Thalaiyasingam Ajanthan
Juil Sock
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Papers citing
"Learning to Adapt for Stereo"
50 / 52 papers shown
MVS-TTA: Test-Time Adaptation for Multi-View Stereo via Meta-Auxiliary Learning
Hannuo Zhang
Zhixiang Chi
Yang Wang
Xinxin Zuo
TTA
158
0
0
22 Nov 2025
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
Jueun Ko
Hyewon Park
Hyesong Choi
Dongbo Min
TTA
3DV
393
0
0
13 Nov 2025
GeoDiff: Geometry-Guided Diffusion for Metric Depth Estimation
Tuan Pham
Thanh-Tung Le
Xiaohui Xie
Stephan Mandt
DiffM
MDE
258
0
0
21 Oct 2025
SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
Zhuoheng Gao
Yihao Li
Jiyao Zhang
Rui Zhao
Tong Wu
Hao Tang
Zhaofei Yu
Hao Dong
Guozhang Chen
Tiejun Huang
268
0
0
26 May 2025
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching
Chengtang Yao
Lidong Yu
Zhidan Liu
Jiaxi Zeng
Yuwei Wu
Yunde Jia
MDE
375
3
0
20 May 2025
Towards Open-World Generation of Stereo Images and Unsupervised Matching
Feng Qiao
Zhexiao Xiong
Eric Xing
Nathan Jacobs
DiffM
3DV
342
1
0
17 Mar 2025
Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses
Qiuxia Lin
Kerui Gu
Linlin Yang
Angela Yao
3DH
TTA
201
1
0
14 Mar 2025
RGB-Phase Speckle: Cross-Scene Stereo 3D Reconstruction via Wrapped Pre-Normalization
Kai Yang
Zijian Bai
Yang Xiao
Xinyu Li
Xiaohan Shi
388
0
0
08 Mar 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark
Shiao Wang
Xinyu Wang
Chao wang
Liye Jin
Lin Zhu
Bo Jiang
Yonghong Tian
Jin Tang
312
0
0
08 Feb 2025
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
479
0
0
04 Sep 2024
A Noncontact Technique for Wave Measurement Based on Thermal Stereography and Deep Learning
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024
Deyu Li
L. Xiao
Handi Wei
Yan Li
Binghua Zhang
230
0
0
20 Aug 2024
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
Ce Liu
Suryansh Kumar
Shuhang Gu
Radu Timofte
Yao Yao
Luc Van Gool
246
8
0
03 Jul 2024
Active Stereo in the Wild through Virtual Pattern Projection
Luca Bartolomei
Matteo Poggi
Fabio Tosi
Andrea Conti
S. Mattoccia
MDE
373
0
0
06 Jun 2024
Federated Online Adaptation for Deep Stereo
Matteo Poggi
Fabio Tosi
FedML
283
12
0
23 May 2024
Reusable Architecture Growth for Continual Stereo Matching
Chenghao Zhang
Gaofeng Meng
Bin Fan
Kun Tian
Zhaoxiang Zhang
Shiming Xiang
Chunhong Pan
3DV
326
5
0
30 Mar 2024
Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Woonghyun Ka
Jae Young Lee
Jaehyun Choi
Junmo Kim
MDE
171
0
0
22 Jan 2024
Online Adaptive Disparity Estimation for Dynamic Scenes in Structured Light Systems
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Rukun Qiao
Hiroshi Kawasaki
Hong-yan Zha
292
0
0
13 Oct 2023
Active Stereo Without Pattern Projector
IEEE International Conference on Computer Vision (ICCV), 2023
Luca Bartolomei
Matteo Poggi
Fabio Tosi
Andrea Conti
S. Mattoccia
3DV
231
12
0
21 Sep 2023
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation
British Machine Vision Conference (BMVC), 2023
Zhexiao Xiong
Feng Qiao
Yu Zhang
Nathan Jacobs
281
3
0
04 Sep 2023
Test-Time Training on Video Streams
Renhao Wang
Yu Sun
Yossi Gandelsman
Xinlei Chen
Alexei A. Efros
Alexei A. Efros
Xiaolong Wang
TTA
ViT
3DGS
601
30
0
11 Jul 2023
Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
206
6
0
12 May 2023
NeRF-Supervised Deep Stereo
Computer Vision and Pattern Recognition (CVPR), 2023
Fabio Tosi
A. Tonioni
Daniele De Gregorio
Matteo Poggi
MDE
218
60
0
30 Mar 2023
PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation
European Conference on Computer Vision (ECCV), 2022
Kwonyoung Kim
Jungin Park
Jiyoung Lee
Dongbo Min
Kwanghoon Sohn
3DPC
227
5
0
27 Jul 2022
MetaComp: Learning to Adapt for Online Depth Completion
Y. Chen
Shanshan Zhao
Wei Ji
Biwei Huang
Liping Xie
OOD
CLL
VLM
221
1
0
21 Jul 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Tao Sun
Mattia Segu
Janis Postels
Yuxuan Wang
Luc Van Gool
Bernt Schiele
F. Tombari
Feng Yu
TTA
318
218
0
16 Jun 2022
GraftNet: Towards Domain Generalized Stereo Matching with a Broad-Spectrum and Task-Oriented Feature
Computer Vision and Pattern Recognition (CVPR), 2022
Biyang Liu
Huimin Yu
Guodong Qi
473
69
0
01 Apr 2022
On the Road to Online Adaptation for Semantic Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Riccardo Volpi
Pau de Jorge
Diane Larlus
G. Csurka
OffRL
215
32
0
30 Mar 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks
Computer Vision and Pattern Recognition (CVPR), 2022
Weiqin Chuah
Ruwan Tennakoon
R. Hoseinnezhad
A. Bab-Hadiashar
David Suter
OOD
222
57
0
06 Jan 2022
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation
Shanyan Guan
Jingwei Xu
Michelle Z. He
Yunbo Wang
Bingbing Ni
Xiaokang Yang
3DH
239
39
0
07 Nov 2021
Neural Disparity Refinement for Arbitrary Resolution Stereo
International Conference on 3D Vision (3DV), 2021
Filippo Aleotti
Fabio Tosi
Pierluigi Zama Ramirez
Matteo Poggi
Samuele Salti
S. Mattoccia
Luigi Di Stefano
3DV
204
28
0
28 Oct 2021
Achieving Domain Robustness in Stereo Matching Networks by Removing Shortcut Learning
Weiqin Chuah
Ruwan Tennakoon
A. Bab-Hadiashar
David Suter
OOD
218
0
0
15 Jun 2021
Self-Improving Semantic Perception for Indoor Localisation
Conference on Robot Learning (CoRL), 2021
Hermann Blum
Francesco Milano
René Zurbrugg
Roland Siegward
Cesar Cadena
Abel Gawel
244
9
0
04 May 2021
Stereo Matching by Self-supervision of Multiscopic Vision
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Weihao Yuan
Yazhan Zhang
Bingkun Wu
Siyu Zhu
P. Tan
M. Y. Wang
Qifeng Chen
MDE
300
21
0
09 Apr 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction
Computer Vision and Pattern Recognition (CVPR), 2021
Shanyan Guan
Jingwei Xu
Yunbo Wang
Bingbing Ni
Xiaokang Yang
3DH
230
55
0
30 Mar 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching
IEEE International Conference on Robotics and Automation (ICRA), 2021
Hiroki Sakuma
Yoshinori Konishi
251
3
0
26 Mar 2021
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video
IEEE International Conference on Robotics and Automation (ICRA), 2021
Zixu Zhao
Yueming Jin
Bo Lu
Chi-Fai Ng
Qi Dou
Yunhui Liu
Pheng-Ann Heng
168
26
0
24 Mar 2021
Towards Continual, Online, Self-Supervised Depth
Muhammad Umar Karim Khan
TTA
CLL
403
2
0
28 Feb 2021
On the confidence of stereo matching in a deep-learning era: a quantitative evaluation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Matteo Poggi
Seungryong Kim
Fabio Tosi
Sunok Kim
Filippo Aleotti
Dongbo Min
Kwanghoon Sohn
S. Mattoccia
3DV
366
51
0
02 Jan 2021
Matching-space Stereo Networks for Cross-domain Generalization
Changjiang Cai
Matteo Poggi
S. Mattoccia
Philippos Mordohai
OOD
122
55
0
14 Oct 2020
Learning to Adapt Multi-View Stereo by Self-Supervision
Arijit Mallick
J. Stückler
Hendrik Lensch
129
14
0
28 Sep 2020
Adaptive confidence thresholding for monocular depth estimation
IEEE International Conference on Computer Vision (ICCV), 2020
Hyesong Choi
Hunsang Lee
Sunkyung Kim
Sunok Kim
Seungryong Kim
Kwanghoon Sohn
Dongbo Min
MDE
306
30
0
27 Sep 2020
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation
Filippo Aleotti
Fabio Tosi
Li Zhang
Matteo Poggi
S. Mattoccia
SSL
MDE
230
59
0
17 Aug 2020
Self-adapting confidence estimation for stereo
Matteo Poggi
Filippo Aleotti
Fabio Tosi
Giulio Zaccaroni
S. Mattoccia
241
9
0
14 Aug 2020
Learning Stereo from Single Images
Jamie Watson
Oisin Mac Aodha
Daniyar Turmukhambetov
Gabriel J. Brostow
Michael Firman
225
74
0
04 Aug 2020
Continual Adaptation for Deep Stereo
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Matteo Poggi
A. Tonioni
Fabio Tosi
S. Mattoccia
Luigi Di Stefano
OOD
326
38
0
10 Jul 2020
Consistency Guided Scene Flow Estimation
Yuhua Chen
Luc Van Gool
Cordelia Schmid
C. Sminchisescu
TTA
89
7
0
19 Jun 2020
Self-Supervised Deep Visual Odometry with Online Adaptation
Shunkai Li
Xin Wang
Yingdian Cao
Fei Xue
Zike Yan
H. Zha
TTA
181
76
0
13 May 2020
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching
Computer Vision and Pattern Recognition (CVPR), 2020
R. Liu
Chengxi Yang
Wenxiu Sun
Xiaogang Wang
Jiaming Song
GAN
3DV
175
47
0
05 May 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey
Matteo Poggi
Fabio Tosi
Konstantinos Batsos
Philippos Mordohai
S. Mattoccia
3DV
MDE
326
15
0
18 Apr 2020
Self-Supervised training for blind multi-frame video denoising
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Valéry Dewil
J. Anger
Axel Davy
T. Ehret
Pablo Arias
Gabriele Facciolo
515
41
0
15 Apr 2020
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