Marcin Michalski

1. Towards Accurate Generative Models of Video: A New Metric & Challenges
   2018/12/03 by Thomas Unterthiner, Unterthiner, Thomas, Sjoerd van Steenkiste +9 · 212 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Human Pose and Action Recognition
2. Are GANs Created Equal? A Large-Scale Study
   2017/11/28 by Mario Lucic, Mario Lučić, Karol Kurach +8 · 2 voices · 22 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Video Analysis and Summarization #cs.LG #stat.ML
3. A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark
   2019/10/01 by Xiaohua Zhai, Zhai, Xiaohua, Joan Puigcerver +31 · 42 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
4. MemGEN: Memory is All You Need
   2018/03/29 by Sylvain Gelly, Gelly, Sylvain, Karol Kurach +5 · 3 voices · 1 citation
   Computer Science · #Algorithms and Data Compression #Music and Audio Processing #Video Analysis and Summarization #cs.LG
5. What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study
   2020/06/10 by Marcin Andrychowicz, Andrychowicz, Marcin, Anton Raichuk +21 · 17 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Software Engineering Research
6. A Large-Scale Study on Regularization and Normalization in GANs
   2018/07/12 by Karol Kurach, Kurach, Karol, Mario Lučić +7 · 2 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Adversarial Robustness in Machine Learning
7. On algebraic sums, trees and ideals in the Cantor space
   2024/05/22 by Marcin Michalski, Robert Rałowski, Michalski, Marcin +3 · 2 citations
   Computer Science · Mathematics · #28A05 #54H05 #Computability, Logic, AI Algorithms #FOS: Mathematics #General Topology (math.GN) #Logic (math.LO) #Mathematical and Theoretical Analysis #Primary: 03E75 #Rings, Modules, and Algebras #Secondary: 03E05