"information gain" Papers

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Active Task Disambiguation with LLMs

Katarzyna Kobalczyk, Nicolás Astorga, Tennison Liu et al.

ICLR 2025arXiv:2502.04485

ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition

Daolang Huang, Xinyi Wen, Ayush Bharti et al.

NEURIPS 2025spotlightarXiv:2506.07259

Multimodal LLM Guided Exploration and Active Mapping using Fisher Information

Wen Jiang, BOSHU LEI, Katrina Ashton et al.

ICCV 2025arXiv:2410.17422

POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality

Joey Wilson, Marcelino M. de Almeida, Sachit Mahajan et al.

CVPR 2025arXiv:2503.07819

Wonder Wins Ways: Curiosity-Driven Exploration through Multi-Agent Contextual Calibration

Yiyuan Pan, Zhe Liu, Hesheng Wang

NEURIPS 2025arXiv:2509.20648

IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers

Chenglin Yang, Siyuan Qiao, Yuan Cao et al.

ECCV 2024arXiv:2311.17072