Denis Gudovskiy

1. SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
   2024/10/06 by Yuan Zhang, Chun-Kai Fan, Zhang, Yuan +19 · 124 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
2. CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows
   2021/07/27 by Denis Gudovskiy, Gudovskiy, Denis, Shun Ishizaka +3 · 50 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
3. MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer
   2022/05/03 by Jinze Yu, Yu, Jinze, Jiaming Liu +17 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
4. Deep Active Learning for Biased Datasets via Fisher Kernel\n Self-Supervision
   2020/02/29 by Denis Gudovskiy, Gudovskiy, Denis, Alec Hodgkinson +5 · 2 citations
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
5. Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation
   2023/12/27 by Rongyu Zhang, Zhang, Rongyu, Yulin Luo +19 · 3 citations
   Engineering · #Advanced SAR Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
6. ShiftCNN: Generalized Low-Precision Architecture for Inference of Convolutional Neural Networks
   2017/06/07 by Denis Gudovskiy, Luca Rigazio, Gudovskiy, Denis A. +1 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
7. Contrastive Neural Processes for Self-Supervised Learning
   2021/10/24 by Konstantinos Kallidromitis, Denis Gudovskiy, Kallidromitis, Konstantinos +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
8. ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding
   2024/06/02 by Denis Gudovskiy, Tomoyuki Okuno, Gudovskiy, Denis +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Natural Language Processing Techniques #Topic Modeling
9. VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
   2024/01/15 by Rongyu Zhang, Zefan Cai, Zhang, Rongyu +21 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Teleoperation and Haptic Systems