Manuscript under review, 2026
Manuscript under review on performance and human alignment in hard-attention vision models.
Pan Pengcheng, Shogo Yonekura, and Yasuo Kuniyoshi. "EVA: Bridging Performance and Human Alignment in Hard-Attention Vision Models." Manuscript under review.
Annual Meeting of the Cognitive Science Society (CogSci 2026), 2026
CogSci 2026 poster and full paper on peripheral sensing conditions for human-like scanpaths.
Pan Pengcheng, Shogo Yonekura, and Yasuo Kuniyoshi. "Debiasing Central Fixation Confounds Reveals a Peripheral 'Sweet Spot' for Human-like Scanpaths in Hard-Attention Vision." Annual Meeting of the Cognitive Science Society (CogSci 2026), Poster, Rio de Janeiro, Brazil, July 22-25, 2026.
The 40th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2026), 2026
Oral presentation at JSAI 2026 on human-in-the-loop hard attention for privacy-aware active vision.
Pengcheng Pan, Shogo Yonekura, and Yasuo Kuniyoshi. "Human-in-the-Loop Hard Attention for Privacy-Aware Active Vision." The 40th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2026), Oral, Gunma, Japan, June 8-12, 2026.
Brain and Mind Winter Workshop 2026, 2026
Poster at Brain and Mind Winter Workshop 2026 on human-model scanpath similarity.
Pengcheng Pan, Shogo Yonekura, and Yasuo Kuniyoshi. "Human-Model Scanpath Similarity in Hard-Attention Vision Models." Brain and Mind Winter Workshop 2026, Poster, Hokkaido, Japan, March 9-11, 2026.
The University of Tokyo IIW Poster Session, 2025
Poster at The University of Tokyo IIW Poster Session on interpretable active perception and human-like gaze behavior.
Pan Pengcheng, Shogo Yonekura, and Yasuo Kuniyoshi. "Towards Interpretable Active Perception: Modeling Human-like Gaze Behavior." The University of Tokyo IIW Poster Session, Poster, Tokyo, Japan, December 9, 2025.
32nd International Conference on Neural Information Processing (ICONIP 2025), 2025
Oral paper at ICONIP 2025 on emergent fixation-like and saccade-like gaze behavior in MRAM.
Pan Pengcheng, Shogo Yonekura, and Yasuo Kuniyoshi. "Emergence of Fixational and Saccadic Movements in a Multi-Level Recurrent Attention Model for Vision." 32nd International Conference on Neural Information Processing (ICONIP 2025), Oral, Okinawa, Japan, November 20-24, 2025.
6th International Workshop on Active Inference (IWAI 2025), 2025
Poster and spotlight at IWAI 2025 on active vision reinforcement learning for Atari Pong.
Pan Pengcheng, Shogo Yonekura, and Yasuo Kuniyoshi. "Bayesian Glimpse Control Boosts Active Vision RL on Atari Pong." 6th International Workshop on Active Inference (IWAI 2025), Poster & Spotlight, Montreal, Canada, October 28-30, 2025.
Robotics Society of Japan Annual Conference (RSJ 2022), 2022
Oral presentation at RSJ 2022 on dense and sparse recurrent mechanisms.
Pan Pengcheng, Shogo Yonekura, and Yasuo Kuniyoshi. "Connecting Dense and Sparse Networks in Recurrent Independent Mechanisms." Robotics Society of Japan Annual Conference (RSJ 2022), Oral, Tokyo, Japan, October 28-30, 2022.
17th International Conference on Flow Dynamics (ICFD 2020), 2020
Oral presentation at ICFD 2020 on Electrical Impedance Tomography for pipe wall thinning detection.
Pan Pengcheng and Noritaka Yusa. "Numerical Analysis for Pipe Wall Thinning Detection using Electrical Impedance Tomography." 17th International Conference on Flow Dynamics (ICFD 2020), Oral, Sendai, Japan, October 28-30, 2020.
