Boris Knyazev

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Discriminative Methods

Stochastic Approximation

Reinforcement Learning

Context Aware Mobile

Top Venues

Publications

Benjamin Thérien, Charles-Étienne Joseph, Boris Knyazev, Edouard Oyallon, Irina Rish, Eugene Belilovsky
μLO: Compute-Efficient Meta-Generalization of Learned Optimizers. CoRR (2024)
Charles-Étienne Joseph, Benjamin Thérien, Abhinav Moudgil, Boris Knyazev, Eugene Belilovsky
Can We Learn Communication-Efficient Optimizers? CoRR (2023)
Boris Knyazev
Pretraining a Neural Network before Knowing Its Architecture. CoRR (2022)
Rylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor
On Evaluation Metrics for Graph Generative Models. ICLR (2022)
Boris Knyazev, Michal Drozdzal, Graham W. Taylor, Adriana Romero-Soriano
Parameter Prediction for Unseen Deep Architectures. NeurIPS (2021)
Boris Knyazev, Harm de Vries, Catalina Cangea, Graham W. Taylor, Aaron C. Courville, Eugene Belilovsky
Generative Compositional Augmentations for Scene Graph Prediction. ICCV (2021)
Yichao Lu, Himanshu Rai, Jason Chang, Boris Knyazev, Guang Wei Yu, Shashank Shekhar, Graham W. Taylor, Maksims Volkovs
Context-aware Scene Graph Generation with Seq2Seq Transformers. ICCV (2021)
Hyunsoo Chung, Jungtaek Kim, Boris Knyazev, Jinhwi Lee, Graham W. Taylor, Jaesik Park, Minsu Cho
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning. NeurIPS (2021)