Lazar Valkov

According to our database, Lazar Valkov authored at least 7 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Foveated Reasoning: Stateful, Action-based Visual Focusing for Vision-Language Models.

Juhong Min, Lazar Valkov, Vitali Petsiuk, Hossein Souri, Deen Dayal Mohan

CoRR, April, 2026

2025

Qonvolution: Towards Learning High-Frequency Signals with Queried Convolution.

Abhinav Kumar, Tristan Aumentado-Armstrong, Lazar Valkov, Gopal Sharma, Alex Levinshtein, Radek Grzeszczuk, Suren Kumar

CoRR, December, 2025

2024

A Probabilistic Framework for Modular Continual Learning.

Lazar Valkov, Akash Srivastava, Swarat Chaudhuri, Charles Sutton

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Adaptive Memory Replay for Continual Learning.

James Seale Smith, Lazar Valkov, Shaunak Halbe, Vyshnavi Gutta, Rogério Feris, Zsolt Kira, Leonid Karlinsky

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2018

Synthesis of Differentiable Functional Programs for Lifelong Learning.

Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri

CoRR, 2018

HOUDINI: Lifelong Learning as Program Synthesis.

Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning.

Akash Srivastava, Lazar Valkov, Chris Russell, Michael U. Gutmann, Charles Sutton

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017