Ikram, Zarif

7 publications

TMLR 2025 Evolution Guided Generative Flow Networks Zarif Ikram, Ling Pan, Dianbo Liu

ICLRW 2025 Masked Generative Priors Improve World Models Sequence Modelling Capabilities Cristian Meo, Mircea Tudor Lică, Zarif Ikram, Akihiro Nakano, Vedant Shah, Aniket Rajiv Didolkar, Dianbo Liu, Anirudh Goyal, Justin Dauwels

ICLRW 2025 Small Features Matter: Robust Representation for World Models Zarif Ikram, Miranda Anna Christ, Ling Pan, Dianbo Liu

ICLRW 2024 Antibody Sequence Optimization with Gradient-Guided Discrete Walk-Jump Sampling Zarif Ikram, Dianbo Liu, M Saifur Rahman

ICLRW 2024 Evolution Guided Generative Flow Networks Zarif Ikram, Ling Pan, Dianbo Liu

TMLR 2024 Gradient-Guided Discrete Walk-Jump Sampling for Biological Sequence Generation Zarif Ikram, Dianbo Liu, M Saifur Rahman

NeurIPSW 2023 Probabilistic Generative Modeling for Procedural Roundabout Generation for Developing Countries Zarif Ikram, Ling Pan, Dianbo Liu