Vatsal Agarwal
- Diffusion Models Beat GANs on Image Classification
2023/07/17 by Soumik Mukhopadhyay, Matthew Gwilliam, Mukhopadhyay, Soumik +13 · 13 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, Mukhopadhyay, Soumik, Matthew Gwilliam +13 · 8 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
- A Frequency Perspective of Adversarial Robustness
2021/10/26 by Shishira R Maiya, Max Ehrlich, Maiya, Shishira R +9 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
- LEIA: Latent View-invariant Embeddings for Implicit 3D Articulation
2024/09/10 by Archana Swaminathan, Swaminathan, Archana, Anubhav Gupta +9 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Human Pose and Action Recognition
- Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor
2025/07/09 by Vatsal Agarwal, Matthew Gwilliam, Agarwal, Vatsal +9 · 2 citations
Computer Science · #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