ICLR 2025 Workshop QUESTION Submissions

Toward Trustworthy Neural Program Synthesis
Wen-Ding Li, Darren Yan Key, Kevin Ellis
- Published: 05 Mar 2025, Last Modified: 12 Apr 2025
- QUESTION Poster
- Readers: Everyone
To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation
Kaustubh Dhole
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- QUESTION Poster
- Readers: Everyone
Uncertainty of Vision Medical Foundation Models
Haoxu Huang, Narges Razavian
- Published: 05 Mar 2025, Last Modified: 26 Mar 2025
- QUESTION Poster
- Readers: Everyone
On Verbalized Confidence Scores for LLMs
Daniel Yang, Yao-Hung Hubert Tsai, Makoto Yamada
- Published: 05 Mar 2025, Last Modified: 26 Mar 2025
- QUESTION Poster
- Readers: Everyone
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
Changdae Oh, Zhen Fang, Shawn Im, Xuefeng Du, Yixuan Li
- Published: 05 Mar 2025, Last Modified: 01 Apr 2025
- QUESTION Poster
- Readers: Everyone
How to Steer LLM Latents for Hallucination Detection?
Seongheon Park, Xuefeng Du, Min-Hsuan Yeh, Haobo Wang, Yixuan Li
- Published: 05 Mar 2025, Last Modified: 24 Mar 2025
- QUESTION Poster
- Readers: Everyone
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods
Nicola Cecere, Andrea Bacciu, Ignacio Fernández-Tobías, Amin Mantrach
- Published: 05 Mar 2025, Last Modified: 18 Mar 2025
- QUESTION Poster
- Readers: Everyone
FastRM: An efficient and automatic explainability framework for multimodal generative models
Gabriela Ben-Melech Stan, Estelle Aflalo, Man Luo, Shachar Rosenman, Tiep Le, Sayak Paul, Shao-Yen Tseng, Vasudev Lal
- Published: 05 Mar 2025, Last Modified: 01 Apr 2025
- QUESTION Poster
- Readers: Everyone
Finetuning Language Models to Emit Linguistic Expressions of Uncertainty
Arslan Chaudhry, Sridhar Thiagarajan, Dilan Gorur
- Published: 05 Mar 2025, Last Modified: 10 Mar 2025
- QUESTION Poster
- Readers: Everyone
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
Haizhou Shi, Yibin Wang, Ligong Han, Huan Zhang, Hao Wang
- Published: 05 Mar 2025, Last Modified: 22 Mar 2025
- QUESTION Poster
- Readers: Everyone
Hybrid Preference Optimization for Alignment: Provably Faster Convergence Rates by Combining Offline Preferences with Online Exploration
Avinandan Bose, Zhihan Xiong, Aadirupa Saha, Simon Shaolei Du, Maryam Fazel
- Published: 05 Mar 2025, Last Modified: 31 Mar 2025
- QUESTION Poster
- Readers: Everyone
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models
Omer Belhasin, Idan Kligvasser, George Leifman, Regev Cohen, Erin Rainaldi, Li-Fang Cheng, Nishant Verma, Paul Varghese, Ehud Rivlin, Michael Elad
- Published: 05 Mar 2025, Last Modified: 21 Mar 2025
- QUESTION Poster
- Readers: Everyone
LongProLIP: A Probabilistic Vision-Language Model with Long Context Text
Sanghyuk Chun, Sangdoo Yun
- Published: 05 Mar 2025, Last Modified: 13 Mar 2025
- QUESTION Poster
- Readers: Everyone