@ARTICLE{11007678, author={Li, Bo and Zhang, Yuanhan and Chen, Liangyu and Wang, Jinghao and Pu, Fanyi and Cahyono, Joshua Adrian and Yang, Jingkang and Li, Chunyuan and Liu, Ziwei}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, title={Otter: a Multi-Modal Model with in-Context Instruction Tuning}, year={2025}, volume={}, number={}, pages={1-16}, keywords={Tuning;Visualization;Training;MIMICs;Context modeling;Data models;Solid modeling;Dogs;Convergence;Object recognition;Instruction Tuning;In-context Learning;Multimodal Models}, doi={10.1109/TPAMI.2025.3571946}}