Lazar Valkov

Computer Science · Physical Sciences

4h-index617citations10works5.32yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(4), Generative Adversarial Networks and Image Synthesis(2), Model Reduction and Neural Networks(2), Computational Physics and Python Applications(2), Parallel Computing and Optimization Techniques(1)

Publications10 total

Qonvolution: Towards Learning High-Frequency Signals with Queried Convolution
arXiv (Cornell University)·2025Open Access
Adaptive Memory Replay for Continual Learning
2024· 15 cited
Adaptive Memory Replay for Continual Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
A Probabilistic Framework for Modular Continual Learning
arXiv (Cornell University)·2023Open Access
Synthesis of Differentiable Functional Programs for Lifelong Learning
2018· 1 cited
HOUDINI: Lifelong Learning as Program Synthesis
arXiv (Cornell University)·2018· 26 citedOpen Access
A simple transfer-learning extension of Hyperband
2018· 2 cited
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
Edinburgh Research Explorer (University of Edinburgh)·2017· 299 citedOpen Access
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
arXiv (Cornell University)·2017· 273 citedOpen Access
Maximum resolution of digital-analog correction of conversion errors
Measurement Techniques·1972

Frequent Co-authors

Akash Srivastava(5), Charles Sutton(5), Swarat Chaudhuri(3), Chris Russell(2), Michael U. Gutmann(2), Dipak Chaudhari(2), James Smith(2), Shaunak Halbe(2), Vyshnavi Gutta(2), Rogério Feris(2), Zsolt Kira(2), Leonid Karlinsky(2), Rodolphe Jenatton(1), Fela Winkelmolen(1), Cédric Archambeau(1), Akash Kumar(1), Tristan Aumentado‐Armstrong(1), Gopal Krishna Sharma(1), Alex Levinshtein(1), Radek Grzeszczuk(1)