Vouitsis, Noël

7 publications

ICLR 2026 Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems Brendan Leigh Ross, Noël Vouitsis, Atiyeh Ashari Ghomi, Rasa Hosseinzadeh, Ji Xin, Zhaoyan Liu, Yi Sui, Shiyi Hou, Kin Kwan Leung, Gabriel Loaiza-Ganem, Jesse C. Cresswell

ICML 2024 Conformal Prediction Sets Improve Human Decision Making Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Noël Vouitsis

CVPR 2024 Data-Efficient Multimodal Fusion on a Single GPU Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs

NeurIPSW 2024 Inconsistencies in Consistency Models: Better ODE Solving Does Not Imply Better Samples Noël Vouitsis, Rasa Hosseinzadeh, Brendan Leigh Ross, Valentin Villecroze, Satya Krishna Gorti, Jesse C. Cresswell, Gabriel Loaiza-Ganem

NeurIPSW 2024 MSc-SQL: Multi-Sample Critiquing Small Language Models for Text-to-SQL Translation Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh

ICML 2023 TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation Zhaoyan Liu, Noël Vouitsis, Satya Krishna Gorti, Jimmy Ba, Gabriel Loaiza-Ganem

CVPR 2022 X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu