Padmanabhan, Namitha
- Diffusion Models Beat GANs on Image Classification
2023/07/17 by Soumik Mukhopadhyay, Mukhopadhyay, Soumik, Matthew Gwilliam +13 · 10 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Image and Signal Denoising Methods
- Do text-free diffusion models learn discriminative visual representations?
2023/11/29 by Soumik Mukhopadhyay, Matthew Gwilliam, Mukhopadhyay, Soumik +13 · 6 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 #Multimodal Machine Learning Applications
- Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement
2022/01/31 by Ehrlich, Max, Barker, Jon, Padmanabhan, Namitha +4 · 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
- Trajectory-aligned Space-time Tokens for Few-shot Action Recognition
2024/07/25 by Kumar, Pulkit, Padmanabhan, Namitha, Luo, Luke +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences