Kozlov, Alexander

1. Post-training deep neural network pruning via layer-wise calibration
   2021/04/30 by Lazarevich, Ivan, Kozlov, Alexander, Malinin, Nikita · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Lightweight Network Architecture for Real-Time Action Recognition
   2019/05/21 by Kozlov, Alexander, Andronov, Vadim, Gritsenko, Yana · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Neural Network Compression Framework for fast model inference
   2020/02/20 by Kozlov, Alexander, Lazarevich, Ivan, Shamporov, Vasily +2 · 1 citation
   #68T01 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.0 #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
   2025/03/17 by Georganas, Evangelos, Kalamkar, Dhiraj, Kozlov, Alexander +1 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)