Nikhila Ravi
- Micrograph segmentations for DDEVD
2023/04/05 by Alexander M. Kirillov, Kirillov, Alexander, Eric Mintun +21 · 1190 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Segment Anything
2023/10/01 by Alexander M. Kirillov, Eric Mintun, Nikhila Ravi +9 · 780 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Visual Attention and Saliency Detection
- SAM 2: Segment Anything in Images and Videos
2024/08/01 by Nikhila Ravi, Ravi, Nikhila, Valentin Gabeur +33 · 673 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Accelerating 3D Deep Learning with PyTorch3D
2020/07/16 by Nikhila Ravi, Jeremy Reizenstein, Ravi, Nikhila +11 · 65 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
- Perception Encoder: The best visual embeddings are not at the output of the network
2025/04/17 by Daniel Bolya, Bolya, Daniel, Po-Yao Huang +35 · 2 voices · 102 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
- Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild
2022/07/21 by Garrick Brazil, Brazil, Garrick, Kumar, Abhinav +8 · 24 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Robotics and Sensor-Based Localization
- Omnivore: A Single Model for Many Visual Modalities
2022/01/20 by Rohit Girdhar, Girdhar, Rohit, Mannat Singh +9 · 18 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- FACET: Fairness in Computer Vision Evaluation Benchmark
2023/08/31 by Laura Gustafson, Chloe Rolland, Gustafson, Laura +13 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
- SAM 3: Segment Anything with Concepts
2025/11/20 by Nicolas Carion, Carion, Nicolas, Laura Gustafson +73 · 47 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
2025/04/17 by Jang Hyun Cho, Andrea Madotto, Cho, Jang Hyun +54 · 29 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications