ICLR 2024 Workshop R2-FM Submissions

Evaluating Model Bias Requires Characterizing its Mistakes
Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Ali Taylan Cemgil, Sven Gowal, Olivia Wiles
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
LARGE LANGUAGE MODEL CASCADES WITH MIXTURE OF THOUGHT REPRESENTATIONS FOR COST-EFFICIENT REASONING
Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao
- Published: 05 Mar 2024, Last Modified: 10 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Chain-of-Verification Reduces Hallucination in Large Language Models
Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason E Weston
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Robust CLIP: Unsupervised Adversarial Fine-tuning of Vision Embeddings for Robust Large Vision-Language Models
Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
RAMBLA: A FRAMEWORK FOR EVALUATING THE RELIABILITY OF LLMS AS ASSISTANTS IN THE BIOMEDICAL DOMAIN
William James Bolton, Rafael Poyiadzi, Edward Morrell, Gabriela van Bergen Gonzalez Bueno, Lea Goetz
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Skip $\textbackslash n$: A simple method to reduce hallucination in Large Vision-Language Models
Zongbo Han, Zechen Bai, Haiyang Mei, Qianli Xu, Changqing Zhang, Mike Zheng Shou
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Can Generative Multimodal Models Count to Ten?
Sunayana Rane, Alexander Ku, Jason Michael Baldridge, Ian Tenney, Thomas L. Griffiths, Been Kim
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
THE BIAS OF HARMFUL LABEL ASSOCIATIONS IN VISION-LANGUAGE MODELS
Caner Hazirbas, Alicia Yi Sun, Yonathan Efroni, Mark Ibrahim
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Towards Personalized AI: Early-stopping Low-Rank Adaptation of Foundation Models
Zihao LUO, Di Wang, Yun Sing Koh, Jingfeng Zhang
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Explaining latent representations of generative models with large multimodal models
Mengdan Zhu, Zhenke Liu, Bo Pan, Abhinav Angirekula, Liang Zhao
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Augmentation Alone Leads to Generalization
Runtian Zhai, Bingbin Liu, Andrej Risteski, J Zico Kolter, Pradeep Kumar Ravikumar
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Adversarial Robustness for Visual Grounding of Multimodal Large Language Models
Kuofeng Gao, Yang Bai, Jiawang Bai, Yong Yang, Shu-Tao Xia
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Unsolvable Problem Detection for Vision Language Models
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie, Yixuan Li, Hai Li, Ziwei Liu, Kiyoharu Aizawa
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
How to train your VIT for OOD detection
Maximilian Müller, Matthias Hein
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
texplain: Post-hoc Textual Explanation of Image Classifiers with Pre-trained Language Models
Saeid Asgari, Aliasghar Khani, Amir Hosein Khasahmadi, Aditya Sanghi, Karl D.D. Willis, Ali Mahdavi Amiri
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Does Data Contamination Make a Difference? Insights from Intentionally Contaminating Pre-training Data For Language Models
Minhao Jiang, Ken Liu, Ming Zhong, Rylan Schaeffer, Siru Ouyang, Jiawei Han, Sanmi Koyejo
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone