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GUIDE: A Responsible Multimodal Approach for Enhanced Glaucoma Risk Modeling and Patient Trajectory Analysis
Heman Shakeri, Behnaz Moradijamei
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?
Saeid Asgari, Joseph George Lambourne, Alana Mongkhounsavath
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMs
Saeid Asgari, Aliasghar Khani, Amir Hosein Khasahmadi
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Consistency-diversity-realism Pareto fronts of conditional image generative models
Pietro Astolfi, Melissa Hall, Jakob Verbeek, Marlene Careil, Oscar Mañas, Matthew J. Muckley, Adriana Romero-Soriano, Michal Drozdzal
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Oral
- Readers: Everyone
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks
Juan A. Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte Suresh, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-Andre Noel, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas et al. (20 additional authors not shown)
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Probabilistic Active Few-Shot Learning in Vision-Language Models
Anton Baumann, Marcus Klasson, Rui Li, Arno Solin, Martin Trapp
- Published: 10 Oct 2024, Last Modified: 08 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Adversarial Robust Deep Reinforcement Learning is Neither Robust Nor Safe
Ezgi Korkmaz
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Decompose, Recompose, and Conquer: Multi-modal LLMs are Vulnerable to Compositional Adversarial Attacks in Multi-Image Queries
Julius Broomfield, George Ingebretsen, Reihaneh Iranmanesh, Sara Pieri, Ethan Kosak-Hine, Tom Gibbs, Reihaneh Rabbany, Kellin Pelrine
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
The Multi-faceted Monosemanticity in Multimodal Representations
Hanqi Yan, Yulan He, Yifei Wang
- Published: 10 Oct 2024, Last Modified: 07 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models
Mazda Moayeri, Samyadeep Basu, Sriram Balasubramanian, Priyatham Kattakinda, Atoosa Chegini, Robert Brauneis, Soheil Feizi
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs
Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James Matthew Rehg, Aidong Zhang
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Oral
- Readers: Everyone
Multimodal Situational Safety
Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao, Anderson Compalas, Xin Eric Wang
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Oral
- Readers: Everyone
WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models
Pavan Kalyan Tankala, Piyush Singh Pasi, Sahil Dharod, Azeem Motiwala, Preethi Jyothi, Aditi Chaudhary, Krishna Srinivasan
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Towards Secure and Private AI: A Framework for Decentralized Inference
Hongyang Zhang, Yue Zhao, Chao Yang, Ahmad Farhan, Fielding Johnston
- Published: 10 Oct 2024, Last Modified: 10 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Mohammad Shahab Sepehri, Zalan Fabian, Maryam Soltanolkotabi, Mahdi Soltanolkotabi
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Attention Shift: Steering AI Away from Unsafe Content
Shivank Garg, Manyana Tiwari
- Published: 10 Oct 2024, Last Modified: 08 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Comparison Visual Instruction Tuning
Wei Lin, Muhammad Jehanzeb Mirza, Sivan Doveh, Rogerio Feris, Raja Giryes, Sepp Hochreiter, Leonid Karlinsky
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
LEMoN: Label Error Detection using Multimodal Neighbors
Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models
Guangzhi Sun, Potsawee Manakul, Adian Liusie, Kunat Pipatanakul, Chao Zhang, Phil Woodland, Mark Gales
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
LLAVAGUARD: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment
Lukas Helff, Felix Friedrich, Manuel Brack, Kristian Kersting, Patrick Schramowski
- Published: 10 Oct 2024, Last Modified: 06 Jan 2025
- NeurIPS 2024 Workshop RBFM Oral
- Readers: Everyone
Incorporating Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Position Paper: Protocol Learning, Decentralized Frontier Risk and the No-Off Problem
Alexander Long
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries
Adam X. Yang, Chen Chen, Konstantinos Pitas
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
PopAlign: Population-Level Alignment for Fair Text-to-Image Generation
Shufan Li, Aditya Grover, Harkanwar Singh
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop RBFM Oral
- Readers: Everyone

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Published: 10 Oct 2024, Last Modified: 04 Dec 2024
NeurIPS 2024 Workshop RBFM Poster
Readers: Everyone