Defining Neural Network Architecture through Polytope Structures of Datasets. - Sangmin Lee 017; Abbas Mammadov; Jong Chul Ye (ICML, 2024)

Defining Neural Network Architecture through Polytope Structures of Dataset. - Sangmin Lee 017; Abbas Mammadov; Jong Chul Ye (CoRR, 2024)

Amortized Posterior Sampling with Diffusion Prior Distillation. - Abbas Mammadov; Hyungjin Chung; Jong Chul Ye (CoRR, 2024)

Guided Diffusion Sampling on Function Spaces with Applications to PDEs. - Jiachen Yao; Abbas Mammadov; Julius Berner; Gavin Kerrigan; Jong Chul Ye; Kamyar Azizzadenesheli; Anima Anandkumar (CoRR, 2025)

EquiReg: Equivariance Regularized Diffusion for Inverse Problems. - Bahareh Tolooshams; Aditi Chandrashekar; Rayhan Zirvi; Abbas Mammadov; Jiachen Yao; Chuwei Wang; Anima Anandkumar (CoRR, 2025)