"task generalization" Papers

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SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning

Ziqi Wang, Chang Che, Qi Wang et al.

ICCV 2025arXiv:2411.13949
4
citations

Unsupervised Meta-Learning via In-Context Learning

Anna Vettoruzzo, Lorenzo Braccaioli, Joaquin Vanschoren et al.

ICLR 2025arXiv:2405.16124
3
citations

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning

Zhong-Yu Li, Ruoyi Du, Juncheng Yan et al.

ICCV 2025arXiv:2504.07960
21
citations

Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning

Zizhao Wang, Caroline Wang, Xuesu Xiao et al.

AAAI 2024paperarXiv:2401.12497
9
citations

Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function

Keyon Vafa, Ashesh Rambachan, Sendhil Mullainathan

ICML 2024arXiv:2406.01382
25
citations

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Oleksiy Ostapenko, Zhan Su, Edoardo Ponti et al.

ICML 2024arXiv:2405.11157
58
citations