Nguyen, Bac

6 publications

ICLR 2026 Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment Bac Nguyen, Yuhta Takida, Naoki Murata, Chieh-Hsin Lai, Toshimitsu Uesaka, Stefano Ermon, Yuki Mitsufuji

ICLR 2026 SONA: Learning Conditional, Unconditional, and Matching-Aware Discriminator Yuhta Takida, Satoshi Hayakawa, Takashi Shibuya, Masaaki Imaizumi, Naoki Murata, Bac Nguyen, Toshimitsu Uesaka, Chieh-Hsin Lai, Yuki Mitsufuji

TMLR 2025 G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Bac Nguyen, Stefano Ermon, Yuki Mitsufuji

ICLRW 2025 Improving Vector-Quantized Image Modeling with Latent Consistency-Matching Diffusion Bac Nguyen, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Stefano Ermon, Yuki Mitsufuji

ECCV 2024 SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron Courville

ECCV 2024 SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision Ankit Vani, Bac Nguyen, Samuel Lavoie, Ranjay Krishna, Aaron Courville