Takeuchi, Susumu

6 publications

TMLR 2025 Partially Frozen Random Networks Contain Compact Strong Lottery Tickets Hikari Otsuka, Daiki Chijiwa, Ángel López García-Arias, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura

ICML 2025 Portable Reward Tuning: Towards Reusable Fine-Tuning Across Different Pretrained Models Daiki Chijiwa, Taku Hasegawa, Kyosuke Nishida, Kuniko Saito, Susumu Takeuchi

ICMLW 2024 Base-Change at Prediction: Inference-Time Update of Fine-Tuned Models Daiki Chijiwa, Taku Hasegawa, Kyosuke Nishida, Kuniko Saito, Susumu Takeuchi

NeurIPSW 2024 Partially Frozen Random Networks Contain Compact Strong Lottery Tickets Hikari Otsuka, Daiki Chijiwa, Ángel López García-Arias, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura

NeurIPSW 2024 The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression with Three Primary Supermasks Ángel López García-Arias, Yasuyuki Okoshi, Hikari Otsuka, Daiki Chijiwa, Yasuhiro Fujiwara, Susumu Takeuchi, Masato Motomura

AAAI 2023 Beam Search Optimized Batch Bayesian Active Learning Jingyu Sun, Hongjie Zhai, Osamu Saisho, Susumu Takeuchi