Latest News
-
[July 2023] Yingjun and Zehao published a paper ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion" in the NeurIPS 2023.
-
[July 2023] Jiayi published a paper "Episodic Multi-Task Learning with Heterogeneous Neural Processes" in the NeurIPS 2023 (Spotlight).
-
[July 2023] Mohammad published a paper "Bayesian Prompt Learning for Image-Language Model Generalization" in the ICCV 2023.
-
[June 2023] Tom, Mohammad, and Ivona published a paper "Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models" in the MICCAI 2023 (Oral).
-
[June 2023] Yingjun published a paper "EMO: Episodic Memory Optimization for Few-Shot Meta-Learning" in the CoLLAs 2023 (Oral).
-
[April 2023] Yingjun published a paper "MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks" in the ICML 2023.
-
[February 2023] Yingjun published a paper "SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail" in the CVPR 2023.
-
[January 2023] Ivona published a paper "Meta Learning To Bridge Vision and Language Models for Multimodal Few-Shot Learning" in the ICLR 2023.
-
[January 2023] Zehao published a paper "Energy-Based Test Sample Adaptation for Domain Generalization" in the ICLR 2023.
-
[September 2022] Tom published a paper "Probabilistic Integration of object level annotations in Chest X-ray classification" in the WACV 2023.
-
[October 2022] Jiayi published a paper "Association Graph Learning for Multi-Task Classification with Category Shifts" in the NeurIPS 2022.
-
[September 2022] Our group has moved from Science Park 904 to the new LAB42 building.
-
[September 2022] Ivona published a paper "Uncertainty-aware report generation for chest X-rays by variational topic inference" in the Medical Image Analysis journal.
-
[September 2022] New website Launch.
-
[July 2022] Xiantong Zhen left us for another job.
-
[June 2022] Mohammad, Ivona and Tom published a paper "LifeLonger: A Benchmark for Continual Disease Classification" in the MICCAI 2022.
-
[March 2022] Yunhua published a paper "Audio-Adaptive Activity Recognition Across Video Domains" in the CVPR 2022.
-
[March 2022] Yingjun published a paper "MetaKernel: Learning Variational Random Features with Limited Labels" in the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) .
-
[January 2022] Yingjun published a paper "Hierarchical Variational Memory for Few-shot Learning Across Domains" in the ICLR 2022.
-
[January 2022] Zehao published a paper "Learning to generalize across domains on single test samples" in the ICLR 2022.
