News

1 paper at ICASSP 2024 selected as the *best student paper*

STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models

1 paper accepted to NAACL 2024!

Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models

1 paper accepted to CVPR 2024!

FedSOL: Stabilized Orthogonal Learning in Federated Learning

1 paper accepted to AISTATS 2024.

Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion

2 papers accepted to ICLR 2024 (1 spotlight).

2 papers accepted to ICASSP 2024.

1 paper accepted to AAAI 2024!

Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning

1 paper at OPODIS 2023 selected as the *best student paper*

Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks

2 papers accepted to OPODIS 2023

4 papers accepted to EMNLP 2023

3 papers accepted to NeurIPS 2023

2 papers accepted to INTERSPEECH 2023.

1 paper accepted to ACL 2023.

Large Language Models Are Reasoning Teachers

2 papers accepted to CVPR 2023.

1 paper accepted to EACL 2023 (findings).

Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective

2 papers accepted to ICLR 2023 (1 spotlight).

2 papers accepted to AISTATS 2023.

1 paper accepted to AAMAS 2023.

Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning

OSI LAB wins 1st place in the Cell Segmentation Challenge at NeurIPS 2022.

Team: Gihun Lee*, Sangmook Kim*, Joonkee Kim*

MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy

3 papers accepted to AAAI 2023 (2 orals).