NeurIPS, ICML & ICLR Publications

2024

Mean-field Chaos Diffusion Models

Sungwoo Park, Dongjun Kim, Ahmed Alaa
ICML 2024 (Oral) / Paper

Prediction-powered Generalization of Causal Inferences

Ilker Demirel, Ahmed Alaa, Anthony Philippakis, David Sontag
ICML 2024 / Paper

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed Alaa
ICLR 2024 / Paper / Code / Hugging Face Demo / Tweetorial

2023

Conformal meta-learners for predictive inference of individual treatment effects

Ahmed Alaa, Zaid Ahmad, Mark van der Laan
NeurIPS 2023 (Oral) / Paper / Code / Tweetorial / Talk

Aligning synthetic medical images with clinical knowledge using human feedback

Shenghuan Sun, Gregory M. Goldgof, Atul J. Butte, Ahmed Alaa
NeurIPS 2023 (Spotlight) / Paper / Code / Tweetorial

Diffinfinite: Large mask-image synthesis via parallel random patch diffusion in histopathology

Marco Aversa, Gabriel Nobis, Miriam Hägele, Kai Standvoss, Mihaela Chirica, Roderick Murray-Smith, Ahmed Alaa, Lukas Ruff, Daniela Ivanova, Wojciech Samek, Frederick Klauschen, Bruno Sanguinetti, Luis Oala
NeurIPS 2023 (Spotlight) / Paper / Code / Project Website