Dravid, Amil

1. Vision Transformers Don't Need Trained Registers
   2025/06/09 by Amil Dravid, Jiang, Nick, Alexei A. Efros +4 · 2 voices · 12 citations
   Computer Science · Neuroscience · #Visual Attention and Saliency Detection #Face Recognition and Perception #Advanced Neural Network Applications
2. Rosetta Neurons: Mining the Common Units in a Model Zoo
   2023/06/15 by Amil Dravid, Yossi Gandelsman, Dravid, Amil +5 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Multimodal Machine Learning Applications #Neural Networks and Applications
3. Interpreting the Weight Space of Customized Diffusion Models
   2024/06/13 by Amil Dravid, Yossi Gandelsman, Dravid, Amil +11 · 1 voice · 6 citations
   Computer Science · Neuroscience · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Aesthetic Perception and Analysis #Cell Image Analysis Techniques
4. Idempotent Generative Network
   2023/11/02 by Shocher, Assaf, Dravid, Amil, Gandelsman, Yossi +3 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks
   2021/10/29 by Amil Dravid, Dravid, Amil, Aggelos K. Katsaggelos +1 · 1 citation
   Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI)
6. medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space
   2022/04/11 by Amil Dravid, Florian Schiffers, Dravid, Amil +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.4.5 #I.4.9 #I.5.1 #I.5.4 #Machine Learning in Healthcare
7. BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos
   2022/12/14 by Jennifer J. Sun, Pierre Karashchuk, Sun, Jennifer J. +21 · 1 citation
   Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition