GEMS: Agent-Native Multimodal Generation with Memory and Skills
Paper • 2603.28088 • Published • 81 •
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Grant Singleton
grantsing
AI & ML interests
Computer vision, robotics, LLMs
Recent Activity
commentedon a paper about 22 hours ago
GEMS: Agent-Native Multimodal Generation with Memory and Skills commentedon a paper about 22 hours ago
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward commentedon a paper about 22 hours ago
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language ModelsOrganizations
None yet
commented 5
papers about 22 hours ago
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward
Paper • 2603.26599 • Published • 57 •
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DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models
Paper • 2603.26164 • Published • 152 •
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The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
Paper • 2604.02029 • Published • 115 •
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VOID: Video Object and Interaction Deletion
Paper • 2604.02296 • Published • 25 •
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commented 6
papers 2 days ago
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development
Paper • 2603.27460 • Published • 63 •
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ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers
Paper • 2603.24414 • Published • 175 •
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Terminal Agents Suffice for Enterprise Automation
Paper • 2604.00073 • Published • 83 •
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MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
Paper • 2603.28407 • Published • 62 •
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MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
Paper • 2603.28407 • Published • 62 •
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SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
Paper • 2604.02268 • Published • 81 •
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commented 5
papers 3 days ago
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning
Paper • 2603.04597 • Published • 210 •
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LMEB: Long-horizon Memory Embedding Benchmark
Paper • 2603.12572 • Published • 73 •
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Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding
Paper • 2603.19235 • Published • 94 •
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SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing
Paper • 2603.19228 • Published • 67 •
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HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
Paper • 2603.17024 • Published • 107 •
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commented 4
papers 4 days ago
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models
Paper • 2603.17051 • Published • 106 •
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Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models
Paper • 2603.22212 • Published • 124 •
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PixelSmile: Toward Fine-Grained Facial Expression Editing
Paper • 2603.25728 • Published • 116 •
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FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization
Paper • 2603.19835 • Published • 313 •
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