VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning. - Akash Srivastava; Lazar Valkov; Chris Russell 001; Michael U. Gutmann; Charles Sutton (NIPS, 2017)

HOUDINI: Lifelong Learning as Program Synthesis. - Lazar Valkov; Dipak Chaudhari; Akash Srivastava; Charles Sutton; Swarat Chaudhuri (NeurIPS, 2018)

Synthesis of Differentiable Functional Programs for Lifelong Learning. - Lazar Valkov; Dipak Chaudhari; Akash Srivastava; Charles Sutton; Swarat Chaudhuri (CoRR, 2018)

Adaptive Memory Replay for Continual Learning. - James Seale Smith; Lazar Valkov; Shaunak Halbe; Vyshnavi Gutta; Rogério Feris; Zsolt Kira; Leonid Karlinsky (CVPR Workshops, 2024)

A Probabilistic Framework for Modular Continual Learning. - Lazar Valkov; Akash Srivastava; Swarat Chaudhuri; Charles Sutton (ICLR, 2024)