Lazar Valkov

1. VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
   2017/05/22 by Akash Srivastava, Lazar Valkov, Srivastava, Akash +7 · 20 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Computational Physics and Python Applications
2. HOUDINI: Lifelong Learning as Program Synthesis
   2018/03/31 by Lazar Valkov, Valkov, Lazar, Dipak Chaudhari +7 · 6 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL)
3. Adaptive Memory Replay for Continual Learning
   2024/04/18 by Smith, James Seale, Lazar Valkov, Shaunak Halbe +10 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Doc-to-Atom: Learning to Compile and Compose Memory Atoms
   2026/06/10 by Xingjian Diao, Wenbo Li, Yashas Malur Saidutta +3 · 1 voice
   Computer Science · #cs.CL #cs.IR