Karol Gregor
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1355 citations
#cs.CL #cs.AI
- DRAW: A Recurrent Neural Network For Image Generation
2015/02/16 by Karol Gregor, Gregor, Karol, Ivo Danihelka +7 · 2 voices · 74 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques #cs.CV #cs.LG #cs.NE
- Variational Intrinsic Control
2016/11/22 by Karol Gregor, Danilo Jimenez Rezende, Gregor, Karol +3 · 1 voice · 35 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Smart Grid Energy Management #cs.AI #cs.LG
- Human-Timescale Adaptation in an Open-Ended Task Space
2023/01/18 by Adaptive Agent Team, Jakob Bauer, Kate Baumli +55 · 3 voices · 13 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
- Neural Autoregressive Distribution Estimation
2016/05/07 by Benigno Uría, Marc-Alexandre Côté, Uria, Benigno +7 · 9 citations
Computer Science · #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
- One-Shot Generalization in Deep Generative Models
2016/03/16 by Danilo Jimenez Rezende, Rezende, Danilo Jimenez, Shakir Mohamed +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Scaling Instructable Agents Across Many Simulated Worlds
2024/03/13 by SIMA team, Maria Abi Raad, SIMA Team +184 · 12 citations
Computer Science · #Robotic Path Planning Algorithms #Teaching and Learning Programming
- Shaping Belief States with Generative Environment Models for RL
2019/06/21 by Karol Gregor, Danilo Jimenez Rezende, Gregor, Karol +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Towards Conceptual Compression
2016/04/29 by Karol Gregor, Frederic Besse, Gregor, Karol +7 · 4 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #AI in cancer detection
- Learning Attractor Dynamics for Generative Memory
2018/11/23 by Yan Wu, Gregory Wayne, Wu, Yan +5 · 3 citations
Computer Science · #Music and Audio Processing #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
- Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields
2010/06/02 by Karol Gregor, Yann LeCun, Gregor, Karo +1 · 1 citation
Computer Science · Neuroscience · #Advanced Vision and Imaging #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Visual perception and processing mechanisms
- SIMA 2: A Generalist Embodied Agent for Virtual Worlds
2025/12/04 by Adrian Bolton, SIMA team, Alexander Lerchner +135 · 3 voices · 1 citation
Computer Science · Psychology · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI #cs.AI #cs.RO