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Workshop
An Embodied Generalist Agent in 3D World
Jiangyong Huang · Silong Yong · Xiaojian Ma · Xiongkun Linghu · Puhao Li · Yan Wang · Qing Li · Song-Chun Zhu · Baoxiong Jia · Siyuan Huang
Workshop
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
Yuancheng Xu · Jiarui Yao · Manli Shu · Yanchao Sun · Zichu Wu · Ning Yu · Tom Goldstein · Furong Huang
Workshop
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
Yuancheng Xu · Jiarui Yao · Manli Shu · Yanchao Sun · Zichu Wu · Ning Yu · Tom Goldstein · Furong Huang
Poster
Fri 1:45 INViTE: INterpret and Control Vision-Language Models with Text Explanations
Haozhe Chen · Junfeng Yang · Carl Vondrick · Chengzhi Mao
Workshop
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models
Yuxuan Kuang · Hai Lin · Meng Jiang
Poster
Tue 1:45 Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization
Yuhang Zang · Hanlin Goh · Joshua Susskind · Chen Huang
Poster
Tue 7:30 Controlling Vision-Language Models for Multi-Task Image Restoration
Ziwei Luo · Fredrik K. Gustafsson · Zheng Zhao · Jens Sjölund · Thomas Schön
Poster
Wed 7:30 Faithful Vision-Language Interpretation via Concept Bottleneck Models
Songning Lai · Lijie Hu · Junxiao Wang · Laure Berti-Equille · Di Wang
Workshop
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation
Seongyun Lee · Seungone Kim · Sue Park · Geewook Kim · Minjoon Seo
Poster
Wed 7:30 Visual Data-Type Understanding does not emerge from scaling Vision-Language Models
Vishaal Udandarao · Max F. Burg · Samuel Albanie · Matthias Bethge
Workshop
Robust CLIP: Unsupervised Adversarial Fine-tuning of Vision Embeddings for Robust Large Vision-Language Models
Christian Schlarmann · Naman Singh · francesco croce · Matthias Hein
Workshop
Toward Data-driven Skill Identification for General-purpose Vision-language Models
Anthony Tiong · Junqi Zhao · Junnan Li · Steven Hoi · Caiming Xiong · Boyang Albert Li