Hi! I am Calvin-Khang Ta and am currently a PhD candidate at the University of California, Riverside. My current research interests are in generative modeling, vision language models, and 3D pose estimation. Additionally, I have professional and academic research experience in applying deep learning towards image restoration and video compression.

Selected Publications

Prior-guided Source-free Domain Adaptation for Human Pose Estimation

Dripta S. Raychaudhuri, Calvin-Khang Ta, Arindam Dutta, Rohit Lal, Amit K. Roy-Chowdhury

ICCV, 2023 Code

GAMA: Generative Adversarial Multi-Object Scene Attacks

Abhishek Aich*, Calvin-Khang Ta*,, Akash Gupta, Chengyu Song, Srikanth V. Krishnamurthy, M. Salman Asif, Amit K. Roy-Chowdhury (* joint first authors)

NeurIPS, 2022 Project page Code

Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image

Calvin-Khang Ta*, Abhishek Aich*, Akash Gupta*, Amit K. Roy-Chowdhury (* joint first authors)

MICCAI, 2022 Project page Code