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S. M. Ali Eslami

  1. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 559 citations
    Computer Science · #Semantic Web and Ontologies
  2. Machine Theory of Mind
    2018/02/21 by Neil C. Rabinowitz, Rabinowitz, Neil C., Frank Perbet +10 · 4 voices · 42 citations
    Social Sciences · Computer Science · #Evolutionary Game Theory and Cooperation #Reinforcement Learning in Robotics #Bayesian Modeling and Causal Inference
  3. From Motor Control to Team Play in Simulated Humanoid Football
    2021/05/25 by Siqi Liu, Liu, Siqi, Guy Lever +45 · 2 voices · 8 citations
    Computer Science · Economics, Econometrics and Finance · Psychology · #Action Observation and Synchronization #Human Pose and Action Recognition #Sports Analytics and Performance #cs.AI #cs.MA #cs.NE #cs.RO
  4. Data-Efficient Image Recognition with Contrastive Predictive Coding
    2019/05/22 by Olivier J. Hénaff, Hénaff, Olivier J., Aravind Srinivas +11 · 92 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Conditional Neural Processes
    2018/07/04 by Marta Garnelo, Dan Rosenbaum, Garnelo, Marta +15 · 44 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  6. Capabilities of Gemini Models in Medicine
    2024/04/29 by Khaled Saab, Saab, Khaled, Tao Tu +138 · 3 voices · 27 citations
    Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
  7. Neural Processes
    2018/07/04 by Marta Garnelo, Garnelo, Marta, Jonathan Schwarz +11 · 30 citations
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
  8. Multimodal Few-Shot Learning with Frozen Language Models
    2021/06/25 by Maria Tsimpoukelli, Jacob Menick, Tsimpoukelli, Maria +9 · 34 citations
    Computer Science · #Computation and Language (cs.CL) #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 #Topic Modeling
  9. A Probabilistic U-Net for Segmentation of Ambiguous Images
    2018/06/13 by Simon Köhl, Bernardino Romera‐Paredes, Kohl, Simon A. A. +15 · 24 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Image Retrieval and Classification Techniques
  10. From data to functa: Your data point is a function and you can treat it like one
    2022/01/28 by Emilien Dupont, Hyunjik Kim, Dupont, Emilien +7 · 20 citations
    Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Cell Image Analysis Techniques
  11. Emergence of Locomotion Behaviours in Rich Environments
    2017/07/07 by Nicolas Heess, Heess, Nicolas, Dhruva Tb +21 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robotic Locomotion and Control #Zebrafish Biomedical Research Applications
  12. Contrastive Training for Improved Out-of-Distribution Detection
    2020/07/10 by Jim Winkens, Rudy Bunel, Winkens, Jim +22 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  13. A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
    2019/05/30 by Simon Köhl, Bernardino Romera‐Paredes, Kohl, Simon A. A. +13 · 9 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis
  14. Advancing Multimodal Medical Capabilities of Gemini
    2024/05/06 by Lin Yang, Yang, Lin, Shawn Xu +91 · 15 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Biomedical and Engineering Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Techniques and Practices
  15. Synthesizing Programs for Images using Reinforced Adversarial Learning
    2018/04/03 by Yaroslav Ganin, Ganin, Yaroslav, Tejas Kulkarni +7 · 12 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques
  16. Self-supervised video pretraining yields robust and more human-aligned visual representations
    2022/10/12 by Nikhil Parthasarathy, S. M. Ali Eslami, Parthasarathy, Nikhil +5 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Advanced Vision and Imaging
  17. Unsupervised Learning of 3D Structure from Images
    2016/07/03 by Danilo Jimenez Rezende, Rezende, Danilo Jimenez, S. M. Ali Eslami +9 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs
    2021/06/26 by Dan Rosenbaum, Rosenbaum, Dan, Marta Garnelo +23 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Computational Engineering #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Force Microscopy Techniques and Applications #Image and Video Processing (eess.IV) #and Science (cs.CE) #electronic engineering #information engineering