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1908.10335
Cited By
Physics-Based Rendering for Improving Robustness to Rain
IEEE International Conference on Computer Vision (ICCV), 2019
27 August 2019
Shirsendu Sukanta Halder
Jean-François Lalonde
Raoul de Charette
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Papers citing
"Physics-Based Rendering for Improving Robustness to Rain"
36 / 36 papers shown
Learning from Rendering: Realistic and Controllable Extreme Rainy Image Synthesis for Autonomous Driving Simulation
Kaibin Zhou
Kaifeng Huang
Hao Deng
Zelin Tao
Ziniu Liu
Lin Zhang
Shengjie Zhao
355
0
0
23 Feb 2025
SUSTechGAN: Image Generation for Object Recognition in Adverse Conditions of Autonomous Driving
Divyansh Srivastava
Yang Peng
Qi Hao
Chengzhong Xu
GAN
312
9
0
18 Jul 2024
Weakly Supervised Test-Time Domain Adaptation for Object Detection
Anh-Dzung Doan
Bach Long Nguyen
Terry Lim
M. Jayawardhana
Surabhi Gupta
Christophe Guettier
Ian Reid
Markus Wagner
Tat-Jun Chin
TTA
216
1
0
08 Jul 2024
A Simple Recipe for Language-guided Domain Generalized Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Mohammad Fahes
Tuan-Hung Vu
Andrei Bursuc
Patrick Pérez
Raoul de Charette
VLM
355
32
0
29 Nov 2023
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities
Xinyu Gao
Zhijie Wang
Yang Feng
Lei Ma
Zhenyu Chen
Baowen Xu
AAML
279
28
0
06 Jun 2023
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings
Nathan Beck
Suraj Kothawade
Pradeep Shenoy
Rishabh K. Iyer
248
4
0
18 May 2023
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering
IEEE International Conference on Computer Vision (ICCV), 2023
Andrea Ramazzina
Mario Bijelic
Stefanie Walz
Alessandro Sanvito
Dominik Scheuble
Felix Heide
304
38
0
03 May 2023
Simulating Road Spray Effects in Automotive Lidar Sensor Models
Clemens Linnhoff
Dominik Scheuble
Mario Bijelic
Lukas Elster
Philipp Rosenberger
W. Ritter
Dengxin Dai
H. Winner
230
7
0
16 Dec 2022
ActMAD: Activation Matching to Align Distributions for Test-Time-Training
Computer Vision and Pattern Recognition (CVPR), 2022
M. Jehanzeb Mirza
Pol Jané Soneira
W. Lin
Mateusz Koziñski
Horst Possegger
Horst Bischof
VLM
TTA
322
43
0
23 Nov 2022
Stereo Image Rain Removal via Dual-View Mutual Attention
Yanyan Wei
Zhao Zhang
Zhong-zhong Zhao
Yang Zhao
Richang Hong
Yi Yang
341
5
0
18 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yi Chang
Yun Guo
Yuntong Ye
C. Yu
Lin Zhu
Xile Zhao
Luxin Yan
Yonghong Tian
SSL
280
24
0
02 Nov 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
Neural Information Processing Systems (NeurIPS), 2022
Taesik Gong
Jongheon Jeong
Taewon Kim
Yewon Kim
Jinwoo Shin
Sung-Ju Lee
OOD
TTA
511
181
0
10 Aug 2022
Not Just Streaks: Towards Ground Truth for Single Image Deraining
European Conference on Computer Vision (ECCV), 2022
Yunhao Ba
Howard Zhang
Ethan Yang
Akira Suzuki
Arnold Pfahnl
...
C. Melo
Suya You
Stefano Soatto
A. Wong
A. Kadambi
448
58
0
22 Jun 2022
Robust 3D Object Detection in Cold Weather Conditions
Aldi Piroli
Vinzenz Dallabetta
M. Walessa
D. Meissner
Johannes Kopp
Klaus C. J. Dietmayer
3DPC
199
10
0
24 May 2022
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
268
112
0
19 Apr 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond
Computer Vision and Pattern Recognition (CVPR), 2022
Yi Yu
Wenhan Yang
Yap-Peng Tan
Alex C. Kot
AAML
357
81
0
31 Mar 2022
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations
Akira Sakai
Taro Sunagawa
Spandan Madan
Kanata Suzuki
Takashi Katoh
Hiromichi Kobashi
Hanspeter Pfister
Arabinda Kumar Choudhary
Xavier Boix
Tomotake Sasaki
295
3
0
30 Oct 2021
Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather
Younkwan Lee
Jihyo Jeon
Yeongmin Ko
B. Jeon
M. Jeon
282
33
0
14 Oct 2021
Leveraging Local Domains for Image-to-Image Translation
VISIGRAPP (VISIGRAPP), 2021
Anthony DellÉva
Fabio Pizzati
Massimo Bertozzi
Raoul de Charette
313
2
0
09 Sep 2021
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Hong Wang
Qi Xie
Qian Zhao
Yuexiang Li
Yong Liang
Yefeng Zheng
Deyu Meng
367
55
0
14 Jul 2021
Robustness of Object Detectors in Degrading Weather Conditions
M. Jehanzeb Mirza
Cornelius Bürkle
Julio Jarquin
M. Opitz
Fabian Oboril
Kay-Ulrich Scholl
Horst Bischof
196
47
0
16 Jun 2021
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Daniel Gehrig
Haoran Wang
Ke Li
René Zurbrugg
Arpit Jadon
Wim Abbeloos
Daniel Olmeda Reino
Luc Van Gool
Dengxin Dai
469
14
0
27 Apr 2021
RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes
Jiongchao Jin
Arezou Fatemi
Wallace P. Lira
Fenggen Yu
B. Leng
Rui Ma
Ali Mahdavi-Amiri
Hao Zhang
207
26
0
09 Apr 2021
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
IEEE International Conference on Computer Vision (ICCV), 2021
Philipp Bomatter
Mengmi Zhang
D. Karev
Spandan Madan
Claire Tseng
Gabriel Kreiman
167
29
0
06 Apr 2021
CoMoGAN: continuous model-guided image-to-image translation
Computer Vision and Pattern Recognition (CVPR), 2021
Fabio Pizzati
Pietro Cerri
Raoul de Charette
VLM
341
50
0
11 Mar 2021
Worsening Perception: Real-time Degradation of Autonomous Vehicle Perception Performance for Simulation of Adverse Weather Conditions
SAE International Journal of Connected and Automated Vehicles (JSCAV), 2021
I. Fursa
Elias Fandi
Valentina Muşat
Jacob Culley
Enric Gil Esteller
Izzeddin Teeti
Louise Bilous
Isaac Vander Sluis
Alexander Rast
Andrew Bradley
561
20
0
03 Mar 2021
Exploring Overcomplete Representations for Single Image Deraining using CNNs
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2020
R. Yasarla
Jeya Maria Jose Valanarasu
Vishal M. Patel
277
26
0
20 Oct 2020
Adversarial Rain Attack and Defensive Deraining for DNN Perception
Liming Zhai
Felix Juefei Xu
Qing Guo
Xiaofei Xie
Lei Ma
Weiiia Feng
Shengchao Qin
Yang Liu
AAML
269
18
0
19 Sep 2020
Rain rendering for evaluating and improving robustness to bad weather
International Journal of Computer Vision (IJCV), 2020
Maxime Tremblay
Shirsendu Sukanta Halder
Raoul de Charette
Jean-François Lalonde
200
139
0
06 Sep 2020
When and how CNNs generalize to out-of-distribution category-viewpoint combinations
Spandan Madan
Timothy M. Henry
Jamell Dozier
Helen Ho
Nishchal Bhandari
Tomotake Sasaki
F. Durand
Hanspeter Pfister
Xavier Boix
OOD
317
29
0
15 Jul 2020
Analogical Image Translation for Fog Generation
R. Gong
Dengxin Dai
Yuhua Chen
Wen Li
Luc Van Gool
220
18
0
28 Jun 2020
Model-based occlusion disentanglement for image-to-image translation
Fabio Pizzati
Pietro Cerri
Raoul de Charette
286
0
0
02 Apr 2020
Single Image Deraining: From Model-Based to Data-Driven and Beyond
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Wenhan Yang
R. Tan
Shiqi Wang
Yuming Fang
Jiaying Liu
333
273
0
16 Dec 2019
Visual Physics: Discovering Physical Laws from Videos
Pradyumna Chari
Chinmay Talegaonkar
Yunhao Ba
A. Kadambi
PINN
228
14
0
27 Nov 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Fabio Pizzati
Raoul de Charette
Michela Zaccaria
Pietro Cerri
412
87
0
23 Oct 2019
nuScenes: A multimodal dataset for autonomous driving
Holger Caesar
Varun Bankiti
Alex H. Lang
Sourabh Vora
Venice Erin Liong
Qiang Xu
Anush Krishnan
Yuxin Pan
G. Baldan
Oscar Beijbom
3DPC
1.3K
7,728
0
26 Mar 2019
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