Yunhao Ba

According to our database, Yunhao Ba authored at least 23 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

NRKE: Noise-Removal of Knowledge-Enhanced Framework for Spoken Language Understanding.

Peijie Huang, Xinming Chen, Leyi Lao, Yuhong Xu, Shuyuan Liang, Hanlin Liu, Yunhao Ba

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2026

WorldBench: Disambiguating Physics for Diagnostic Evaluation of World Models.

Rishi Upadhyay, Howard Zhang, Jim Solomon, Ayush Agrawal, Pranay Boreddy, Shruti Satya Narayana, Yunhao Ba, Alex Wong, Celso M. de Melo, Achuta Kadambi

CoRR, January, 2026

2025

Fair human-centric image dataset for ethical AI benchmarking.

Alice Xiang, Jerone T. A. Andrews, Rebecca Bourke, William Thong, Julienne LaChance, Tiffany Georgievski, Apostolos Modas, Aida Rahmattalabbi, Yunhao Ba, Shruti Nagpal, Orestis Papakyriakopoulos, Dora Zhao, Jinru Xue, Victoria Matthews, Linxia Gong, Austin Hoag, Mircea Cimpoi, Swami Sankaranarayanan, Wiebke Hutiri, Morgan Klaus Scheuerman, Albert S. Abedi, Peter Stone, Peter R. Wurman, Hiroaki Kitano, Michael Spranger

Nat., 2025

GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data.

Zhiteng Li, Lele Chen, Jerone T. A. Andrews, Yunhao Ba, Yulun Zhang, Alice Xiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

GT-Rain Single Image Deraining Challenge Report.

Howard Zhang, Yunhao Ba, Ethan Yang, Rishi Upadhyay, Alex Wong, Achuta Kadambi, Yun Guo, Xueyao Xiao, Xiaoxiong Wang, Yi Li, Yi Chang, Luxin Yan, Chaochao Zheng, Luping Wang, Bin Liu, Sunder Ali Khowaja, Jiseok Yoon, Ikhyun Lee, Zhao Zhang, Yanyan Wei, Jiahuan Ren, Suiyi Zhao, Huan Zheng

CoRR, 2024

All-day Depth Completion.

Vadim Ezhov, Hyoungseob Park, Zhaoyang Zhang, Rishi Upadhyay, Howard Zhang, Chethan Chinder Chandrappa, Achuta Kadambi, Yunhao Ba, Julie Dorsey, Alex Wong

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

2023

Enhancing Diffusion Models with 3D Perspective Geometry Constraints.

Rishi Upadhyay, Howard Zhang, Yunhao Ba, Ethan Yang, Blake Gella, Sicheng Jiang, Alex Wong, Achuta Kadambi

ACM Trans. Graph., December, 2023

On Hybrid Methods that Blend Computer Vision and Physics

Yunhao Ba

PhD thesis, 2023

WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather.

Blake Gella, Howard Zhang, Rishi Upadhyay, Tiffany Chang, Matthew Waliman, Yunhao Ba, Alex Wong, Achuta Kadambi

CoRR, 2023

On Learning Mechanical Laws of Motion From Video Using Neural Networks.

Pradyumna Chari, Yunhao Ba, Shijie Zhou, Chinmay Talegaonkar, Shreeram S. Athreya, Achuta Kadambi

IEEE Access, 2023

WeatherStream: Light Transport Automation of Single Image Deweathering.

Howard Zhang, Yunhao Ba, Ethan Yang, Varan Mehra, Blake Gella, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Alex Wong, Achuta Kadambi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Depth Estimation from Camera Image and mmWave Radar Point Cloud.

Akash Deep Singh, Yunhao Ba, Ankur Sarker, Howard Zhang, Achuta Kadambi, Stefano Soatto, Mani B. Srivastava, Alex Wong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

pCON: Polarimetric Coordinate Networks for Neural Scene Representations.

Henry Peters, Yunhao Ba, Achuta Kadambi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Towards Ground Truth for Single Image Deraining.

Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso de Melo, Suya You, Stefano Soatto, Alex Wong, Achuta Kadambi

CoRR, 2022

Style Transfer with Bio-realistic Appearance Manipulation for Skin-tone Inclusive rPPG.

Yunhao Ba, Zhen Wang, Kerim Doruk Karinca, Oyku Deniz Bozkurt, Achuta Kadambi

Proceedings of the IEEE International Conference on Computational Photography, 2022

MIME: Minority Inclusion for Majority Group Enhancement of AI Performance.

Pradyumna Chari, Yunhao Ba, Shreeram S. Athreya, Achuta Kadambi

Proceedings of the Computer Vision - ECCV 2022, 2022

Not Just Streaks: Towards Ground Truth for Single Image Deraining.

Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso M. de Melo, Suya You, Stefano Soatto, Alex Wong, Achuta Kadambi

Proceedings of the Computer Vision - ECCV 2022, 2022

Synthetic Generation of Face Videos with Plethysmograph Physiology.

Zhen Wang, Yunhao Ba, Pradyumna Chari, Oyku Deniz Bozkurt, Gianna Brown, Parth Patwa, Niranjan Vaddi, Laleh Jalilian, Achuta Kadambi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation.

Yunhao Ba, Zhen Wang, Kerim Doruk Karinca, Oyku Deniz Bozkurt, Achuta Kadambi

CoRR, 2021

2020

Deep Shape from Polarization.

Yunhao Ba, Alex Gilbert, Franklin Wang, Jinfa Yang, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Visual Physics: Discovering Physical Laws from Videos.

Pradyumna Chari, Chinmay Talegaonkar, Yunhao Ba, Achuta Kadambi

CoRR, 2019

Blending Diverse Physical Priors with Neural Networks.

Yunhao Ba, Guangyuan Zhao, Achuta Kadambi

CoRR, 2019

Physics-based Neural Networks for Shape from Polarization.

Yunhao Ba, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi

CoRR, 2019