Upadhyay, Uddeshya
- The Manifold Hypothesis for Gradient-Based Explanations
2022/06/15 by Bordt, Sebastian, Upadhyay, Uddeshya, Akata, Zeynep +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement
2021/10/07 by Upadhyay, Uddeshya, Sudarshan, Viswanath P., Awate, Suyash P. · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models
2023/07/01 by Uddeshya Upadhyay, Upadhyay, Uddeshya, Shyamgopal Karthik +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Uncertainty-Guided Progressive GANs for Medical Image Translation
2021/06/29 by Upadhyay, Uddeshya, Chen, Yanbei, Hepp, Tobias +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Robust Super-Resolution GAN, with Manifold-based and Perception Loss
2019/03/16 by Uddeshya Upadhyay, Upadhyay, Uddeshya, Suyash P. Awate +1 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
- Transformer Based Reinforcement Learning For Games
2019/12/09 by Uddeshya Upadhyay, Nikunj Shah, Upadhyay, Uddeshya +5 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- A Mixed-Supervision Multilevel GAN Framework for Image Quality\n Enhancement
2021/06/29 by Uddeshya Upadhyay, Suyash P. Awate, Upadhyay, Uddeshya +1 · 1 citation
Computer Science · #AI in cancer detection #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
2022/07/14 by Uddeshya Upadhyay, Upadhyay, Uddeshya, Shyamgopal Karthik +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #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
- Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data
2021/07/21 by Sudarshan, Viswanath P., Upadhyay, Uddeshya, Egan, Gary F. +2 · 1 citation
#Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #and Science (cs.CE) #electronic engineering #information engineering
- Robustness via Uncertainty-aware Cycle Consistency
2021/10/24 by Upadhyay, Uddeshya, Chen, Yanbei, Akata, Zeynep · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering