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Howard Zhang
Howard Zhang
PhD Student at UCLA
Verified email at g.ucla.edu
Title
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Cited by
Year
Not just streaks: Towards ground truth for single image deraining
Y Ba, H Zhang, E Yang, A Suzuki, A Pfahnl, CC Chandrappa, CM de Melo, ...
European Conference on Computer Vision, 723-740, 2022
302022
Learning accurate long-term dynamics for model-based reinforcement learning
N Lambert, A Wilcox, H Zhang, KSJ Pister, R Calandra
2021 60th IEEE Conference on Decision and Control (CDC), 2880-2887, 2021
242021
Depth Estimation From Camera Image and mmWave Radar Point Cloud
AD Singh, Y Ba, A Sarker, H Zhang, A Kadambi, S Soatto, M Srivastava, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
152023
Weatherstream: Light transport automation of single image deweathering
H Zhang, Y Ba, E Yang, V Mehra, B Gella, A Suzuki, A Pfahnl, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
112023
Enhancing Diffusion Models with 3D Perspective Geometry Constraints
R Upadhyay, H Zhang, Y Ba, E Yang, B Gella, S Jiang, A Wong, ...
ACM Transactions on Graphics (TOG) 42 (6), 1-15, 2023
22023
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather
B Gella, H Zhang, R Upadhyay, T Chang, N Wei, M Waliman, Y Bao, ...
arXiv preprint arXiv:2403.14874, 2024
2024
GT-Rain Single Image Deraining Challenge Report
H Zhang, Y Ba, E Yang, R Upadhyay, A Wong, A Kadambi, Y Guo, X Xiao, ...
arXiv preprint arXiv:2403.12327, 2024
2024
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather
B Gella, H Zhang, R Upadhyay, T Chang, M Waliman, Y Ba, A Wong, ...
arXiv preprint arXiv:2312.09534, 2023
2023
Evaluating Worst Case Adversarial Weather Perturbations Robustness
Y Wang, Y Ba, HC Zhang, H Zhang, A Kadambi, S Soatto, A Wong, ...
NeurIPS ML Safety Workshop, 2022
2022
On the Adversarial Robustness against Natural Weather Perturbations
Y Wang, Y Ba, HC Zhang, H Zhang, A Kadambi, S Soatto, A Wong, ...
2022
Analyzing the Prediction Accuracy of Trajectory-Based Models with High-Dimensional Control Policies for Long-term Planning in MBRL
H Zhang
Department of Electrical Engineering and Computer Sciences, University of …, 2021
2021
Depth Estimation from Camera Image and mmWave Radar Point Cloud Supplementary Materials
AD Singh, Y Ba, A Sarker, H Zhang, A Kadambi, S Soatto, M Srivastava, ...
Methods 3500, 4000, 0
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