Valentin Khrulkov
- Revisiting Deep Learning Models for Tabular Data
2021/06/22 by Yury Gorishniy, Gorishniy, Yury, Ivan Rubachev +5 · 119 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Label-Efficient Semantic Segmentation with Diffusion Models
2021/12/06 by Dmitry Baranchuk, Baranchuk, Dmitry, Ivan Rubachev +7 · 49 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Domain Adaptation and Few-Shot Learning
- Hyperbolic Vision Transformers: Combining Improvements in Metric Learning
2022/03/21 by Aleksandr Ermolov, Ermolov, Aleksandr, Leyla Mirvakhabova +7 · 23 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods #Human Pose and Action Recognition
- Understanding DDPM Latent Codes Through Optimal Transport
2022/02/14 by Valentin Khrulkov, Gleb Ryzhakov, Khrulkov, Valentin +5 · 1 voice · 6 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Diffusion and Search Dynamics #Music and Audio Processing
- Art of singular vectors and universal adversarial perturbations
2017/09/11 by Valentin Khrulkov, Ivan Oseledets, Khrulkov, Valentin +1 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
- Tensorized Embedding Layers for Efficient Model Compression
2019/01/30 by Oleksii Hrinchuk, Hrinchuk, Oleksii, Valentin Khrulkov +6 · 3 citations
Computer Science · Mathematics · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications
- YaART: Yet Another ART Rendering Technology
2024/04/08 by Sergey Kastryulin, Artem Konev, Kastryulin, Sergey +46 · 1 voice
Arts and Humanities · Computer Science · #Art, Technology, and Culture #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models
2023/04/10 by Nikita Starodubcev, Dmitry Baranchuk, Starodubcev, Nikita +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)