Publication

2025

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
Authors: D. Hu*, J. Chen*, X. Huang*, H. Coskun, A. Sahni, A. Gupta, A. Goyal, D. Lahiri, R. Singh, Y. Idelbayev, J. Cao, Y. Li, K.-T. Cheng, S.-H. Chan, M. Gong, S. Tulyakov, A. Kag, Y. Xu, J. Ren
CVPR, 2025 (Highlight)

Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting
Authors: Y. Liu, S. Wijewickrema, D. Hu, C. Bester, S. O'Leary J. Bailey
KDD, 2025

2024

In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
Authors: D. Hu, H. Fu, J. Guo, L. Peng, T. Chu, F. Liu, T. Liu, M. Gong
NeurIPS, 2024

2023

Multiscale Representation for Real-Time Anti-Aliasing Neural Rendering
Authors: D. Hu, Z. Zhang, T. Hou, T. Liu, H. Fu, M. Gong
ICCV, 2023

2022

Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression
Authors: D. Hu, L. Peng, T. Chu, X. Zhang, Y. Mao, H. Bondell, M. Gong
ECCV, 2022