Ivan Lazarevich

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Avoid Overfitting

Pruning Methods

Top Venues

ICCV (Workshops)

Publications

MohammadHossein AskariHemmat, Ahmadreza Jeddi, Reyhane Askari Hemmat, Ivan Lazarevich, Alexander Hoffman, Sudhakar Sah, Ehsan Saboori, Yvon Savaria, Jean-Pierre David
QGen: On the Ability to Generalize in Quantization Aware Training. CoRR (2024)
Matteo Grimaldi, Darshan C. Ganji, Ivan Lazarevich, Sudhakar Sah Deeplite
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity. ICCV (Workshops) (2023)
Ivan Lazarevich, Ilya Prokin, Boris Gutkin, Victor B. Kazantsev
Spikebench: An open benchmark for spike train time-series classification. PLoS Comput. Biol. 19 (1) (2023)
Ivan Lazarevich, Matteo Grimaldi, Ravish Kumar, Saptarshi Mitra, Shahrukh Khan, Sudhakar Sah
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems. ICCV (Workshops) (2023)
Ivan Lazarevich, Matteo Grimaldi, Ravish Kumar, Saptarshi Mitra, Shahrukh Khan, Sudhakar Sah
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems. CoRR (2023)
Matteo Grimaldi, Darshan C. Ganji, Ivan Lazarevich, Sudhakar Sah
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity. CoRR (2023)
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alexander Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David
QReg: On Regularization Effects of Quantization. CoRR (2022)
Ivan Lazarevich, Alexander Kozlov, Nikita Malinin
Post-training deep neural network pruning via layer-wise calibration. ICCVW (2021)
Ivan Lazarevich, Alexander Kozlov, Nikita Malinin
Post-training deep neural network pruning via layer-wise calibration. CoRR (2021)
Alexander Kozlov, Ivan Lazarevich, Vasily Shamporov, Nikolay Lyalyushkin, Yury Gorbachev
Neural Network Compression Framework for Fast Model Inference. SAI (3) (2021)
Alexander Kozlov, Ivan Lazarevich, Vasily Shamporov, Nikolay Lyalyushkin, Yury Gorbachev
Neural Network Compression Framework for fast model inference. CoRR (2020)