May 2025: Two papers accepted at ICML 2025 — 'Diffusion Instruction Tuning' and 'Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation'.
Jan 2025: Paper 'Balancing Act: Diversity and Consistency in Large Language Model Ensembles' accepted by ICLR 2025, introducing Dynamic Mixture of Agents (DMoA).
July 2024: Paper 'Local Diffusion' accepted by ECCV 2024, addressing structural hallucination in image translation.
May 2024: Paper 'Multi-Concept Prompt Learning' accepted by ICML 2024, exploring language-driven concept learning in human-machine interactions.
Jan 2022: Paper 'Learning to downsample' accepted by ICLR 2022, adapting computation/sampling budgets to segmentation difficulty.
Aug 2021: Organized the 'foveation project' at MedICSS Summer School 2021.
Aug 2020: Paper 'Disentangling human annotation error' accepted at NeurIPS 2020.
Sep 2020: Short version of 'Foveation for Segmentation' accepted at MICCAI 2020, with an extended full version available.