Gadre, Samir Yitzhak
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
2022/03/10 by Mitchell Wortsman, Wortsman, Mitchell, Gabriel Ilharco +19 · 3 voices · 161 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #cs.CL #cs.CV #cs.LG
- Objaverse-XL: A Universe of 10M+ 3D Objects
2023/07/11 by Deitke, Matt, Liu, Ruoshi, Wallingford, Matthew +14 · 135 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DataComp: In search of the next generation of multimodal datasets
2023/04/27 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Gabriel Ilharco +65 · 76 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation
2022/03/20 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Mitchell Wortsman +7 · 45 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
2023/04/14 by Wanrong Zhu, Zhu, Wanrong, Jack Hessel +17 · 18 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Patching open-vocabulary models by interpolating weights
2022/08/10 by Gabriel Ilharco, Mitchell Wortsman, Ilharco, Gabriel +13 · 16 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Improving Multimodal Datasets with Image Captioning
2023/07/19 by Thao D. Nguyen, Nguyen, Thao, Samir Yitzhak Gadre +7 · 13 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Language models scale reliably with over-training and on downstream tasks
2024/03/13 by Samir Yitzhak Gadre, Georgios Smyrnis, Gadre, Samir Yitzhak +45 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Structure from Action: Learning Interactions for Articulated Object 3D Structure Discovery
2022/07/19 by Neil Nie, Samir Yitzhak Gadre, Nie, Neil +5 · 7 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Robot Manipulation and Learning
- Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery
2021/05/03 by Samir Yitzhak Gadre, Kiana Ehsani, Gadre, Samir Yitzhak +3 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robot Manipulation and Learning
- Continuous Scene Representations for Embodied AI
2022/03/31 by Gadre, Samir Yitzhak, Ehsani, Kiana, Song, Shuran +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)