Amir Zamir
- UCF-101: A dataset of 101 human actions classes from videos in the wild
2012/12/03 by Khurram Soomro, Amir Zamir, Soomro, Khurram +3 · 546 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- On Evaluation of Embodied Navigation Agents
2018/07/18 by Peter Anderson, Anderson, Peter, Devendra Singh Chaplot +18 · 106 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Joint 2D-3D-Semantic Data for Indoor Scene Understanding
2017/02/03 by Iro Armeni, Armeni, Iro, Sasha Sax +5 · 58 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Which Tasks Should Be Learned Together in Multi-task Learning?
2019/05/18 by Trevor Standley, Standley, Trevor, Amir Zamir +9 · 49 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
- 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 · 42 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
- BRAVE: Broadening the visual encoding of vision-language models
2024/04/10 by Oğuzhan Fatih Kar, Alessio Tonioni, Kar, Oğuzhan Fatih +9 · 17 citations
Computer Science · #Multimodal Machine Learning Applications
- Semantic Cross-View Matching
2015/10/31 by Francesco Castaldo, Castaldo, Francesco, Amir Zamir +7 · 6 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
- FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
2025/02/19 by Roman Bachmann, Bachmann, Roman, Allardice, Jesse +14 · 26 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- CLIPasso: Semantically-Aware Object Sketching
2022/02/11 by Yael Vinker, Vinker, Yael, Ehsan Pajouheshgar +13 · 7 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- 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 · 9 citations
Neuroscience · Computer Science · #Visual perception and processing mechanisms #Motor Control and Adaptation #Advanced Vision and Imaging
- 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
2024/06/13 by Roman Bachmann, Bachmann, Roman, Oğuzhan Fatih Kar +15 · 12 citations
Business, Management and Accounting · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quality Function Deployment in Product Design
- 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, Chen, Bryan, Alexander F. Sax +13 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics #Advanced Neural Network Applications
- Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback
2023/09/27 by Teresa Yeo, Yeo, Teresa, Oğuzhan Fatih Kar +5 · 4 citations
Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Controlled Training Data Generation with Diffusion Models
2024/03/22 by Teresa Yeo, Yeo, Teresa, Andrei Atanov +11 · 3 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- Modality-invariant Visual Odometry for Embodied Vision
2023/04/29 by Marius Memmel, Memmel, Marius, Roman Bachmann +3 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Underwater Vehicles and Communication Systems
- Side-Tuning: A Baseline for Network Adaptation via Additive Side\n Networks
2019/12/31 by Jeffrey O. Zhang, Zhang, Jeffrey O, Alexander F. Sax +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)
- Unraveling the Key Components of OOD Generalization via Diversification
2023/12/26 by Harold Benoit, Benoit, Harold, Liangze Jiang +9 · 1 citation
Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Anomaly Detection Techniques and Applications
- Large (Vision) Language Models are Unsupervised In-Context Learners
2025/04/03 by Artyom Gadetsky, Andrei Atanov, Gadetsky, Artyom +11 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- MODUS: Decoder-Only Any-to-Any Modeling of Diverse Modalities
2026/07/28 by Mingqiao Ye, Zhaochong An, Zhitong Gao +11
#cs.CV #cs.AI #cs.LG
- Multimodality as Supervision: Self-Supervised Specialization to the Test Environment via Multimodality
2026/07/16 by Kunal Pratap Singh, Ali Garjani, Rishubh Singh +6
#cs.CV #cs.LG