Title
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Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images Boyang Deng Songyou Peng Kyle Genova Gordon Wetzstein Noah Snavely Leonidas Guibas Thomas Funkhouser HAI 907 2 0 11 Apr 2025
On Large Multimodal Models as Open-World Image Classifiers Alessandro Conti Goran Frehse Enrico Fini Yiming Wang Paolo Rota Elisa Ricci VLM 394 2 0 27 Mar 2025
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Video Action DifferencingInternational Conference on Learning Representations (ICLR), 2025 James Burgess Xiaohan Wang Yuhui Zhang Anita Rau Alejandro Lozano Lisa Dunlap Trevor Darrell Serena Yeung-Levy VGen 254 6 0 10 Mar 2025
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LaVCa: LLM-assisted Visual Cortex Captioning Takuya Matsuyama Shinji Nishimoto Yu Takagi 248 3 0 20 Feb 2025
Idiosyncrasies in Large Language Models Mingjie Sun Yida Yin Zhiqiu Xu J. Zico Kolter Zhuang Liu 291 17 0 17 Feb 2025
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Interpretable Next-token Prediction via the Generalized Induction Head Eunji Kim Sriya Mantena Weiwei Yang Chandan Singh Sungroh Yoon Jianfeng Gao 281 1 0 31 Oct 2024
Bayesian Concept Bottleneck Models with LLM Priors Jean Feng Avni Kothari Luke Zier Chandan Singh Yan Shuo Tan 282 7 0 21 Oct 2024
Preference Optimization with Multi-Sample Comparisons Chaoqi Wang Zhuokai Zhao Chen Zhu Karthik Abinav Sankararaman Michal Valko ... Zhaorun Chen Madian Khabsa Yuxin Chen Hao Ma Sinong Wang 265 13 0 16 Oct 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 635 10 0 07 Oct 2024
CAST: Cross-modal Alignment Similarity Test for Vision Language ModelsInternational Conference on Computational Linguistics (COLING), 2024 Gautier Dagan Olga Loginova Anil Batra CoGe 209 1 0 17 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language ParametersNeural Information Processing Systems (NeurIPS), 2024 Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 187 10 0 13 Sep 2024
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning Manu Gaur Darshan Singh Makarand Tapaswi 795 2 0 04 Sep 2024
LLM-assisted Concept Discovery: Automatically Identifying and Explaining Neuron Functions N. Hoang-Xuan Minh Nhat Vu My T. Thai 158 5 0 12 Jun 2024
Inverse Constitutional AI: Compressing Preferences into Principles Arduin Findeis Timo Kaufmann Eyke Hüllermeier Samuel Albanie Robert Mullins SyDa 216 21 0 02 Jun 2024
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Discover and Mitigate Multiple Biased Subgroups in Image Classifiers Zeliang Zhang Mingqian Feng Zhiheng Li Chenliang Xu 245 12 0 19 Mar 2024
Predicting Text Preference Via Structured Comparative ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jing Nathan Yan Tianqi Liu Celine Lee Jiaming Shen Zhen Qin ... Charumathi Lakshmanan Y. Kurzion Alexander M. Rush Jialu Liu Michael Bendersky LRM 156 9 0 14 Nov 2023
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