Sax, Alexander
- Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass
2025/01/23 by Jianing Yang, Alexander F. Sax, Yang, Jianing +17 · 2 voices · 122 citations
Medicine · #Medical Imaging Techniques and Applications #cs.AI #cs.CV #cs.GR #cs.RO
- Taskonomy: Disentangling Task Transfer Learning
2018/04/23 by Zamir, Amir, Sax, Alexander, Shen, William +3 · 38 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)
- Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans
2021/10/11 by Ainaz Eftekhar, Alexander F. Sax, Eftekhar, Ainaz +7 · 31 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Robust Learning Through Cross-Task Consistency
2020/06/07 by Zamir, Amir, Sax, Alexander, Yeo, Teresa +6 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- SAM 3D: 3Dfy Anything in Images
2025/11/20 by SAM 3D Team, SAM D Team, Xingyu Chen +45 · 2 voices · 22 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV
- Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies
2018/12/31 by Alexander F. Sax, Sax, Alexander, Bradley Emi +9 · 7 citations
Neuroscience · Computer Science · #Visual perception and processing mechanisms #Motor Control and Adaptation #Advanced Vision and Imaging
- Learning to Navigate Using Mid-Level Visual Priors
2019/12/23 by Alexander F. Sax, Jeffrey O. Zhang, Sax, Alexander +11 · 4 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning #Robot Manipulation and Learning
- Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation
2020/11/13 by Bryan Chen, Alexander F. Sax, Chen, Bryan +13 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics #Advanced Neural Network Applications
- Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D
2025/04/19 by Sergio Arnaud, Paul McVay, Arnaud, Sergio +41 · 1 voice · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.2.9 #I.3.7 #I.4.6 #I.4.8 #Robotics (cs.RO) #cs.AI #cs.CV #cs.RO
- Robustness via Cross-Domain Ensembles
2021/03/19 by Yeo, Teresa, Kar, Oğuzhan Fatih, Sax, Alexander +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unifying 2D and 3D Vision-Language Understanding
2025/03/13 by Jain, Ayush, Swerdlow, Alexander, Wang, Yuzhou +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs
2025/02/27 by Ang Cao, Sergio Arnaud, Cao, Ang +27 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Side-Tuning: A Baseline for Network Adaptation via Additive Side\n Networks
2019/12/31 by Jeffrey O. Zhang, Alexander F. Sax, Zhang, Jeffrey O +7 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using 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 #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)