Makino, Taro

5 publications

ICLRW 2025 Supervised Contrastive Block Disentanglement Taro Makino, Ji Won Park, Natasa Tagasovska, Takamasa Kudo, Paula Coelho, Heming Yao, Jan-Christian Huetter, Ana Carolina Leote, Burkhard Hoeckendorf, Stephen Ra, David Richmond, Kyunghyun Cho, Aviv Regev, Romain Lopez

NeurIPS 2024 Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-Modal Learning Divyam Madaan, Taro Makino, Sumit Chopra, Kyunghyun Cho

TMLR 2023 Detecting Incidental Correlation in Multimodal Learning via Latent Variable Modeling Taro Makino, Yixin Wang, Krzysztof J. Geras, Kyunghyun Cho

NeurIPS 2022 Generative Multitask Learning Mitigates Target-Causing Confounding Taro Makino, Krzysztof Geras, Kyunghyun Cho

NeurIPSW 2022 Mitigating Input-Causing Confounding in Multimodal Learning via the Backdoor Adjustment Taro Makino, Krzysztof J. Geras, Kyunghyun Cho