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Framework is a company that produces modular laptops designed so users can replace components like the motherboard, display, and keyboard.
…Tianci Liu , , , , , , , Abstract Page-level slide personalization is addressed through a novel framework that formulates the problem as inverse planning and uses a multi-agent reinforcement learning approach to learn design intents…
…To disentangle base model capabilities from framework-level design choices, we evaluate state-of-the-art models under multiple agent frameworks. Through comprehensive comparisons across both models and frameworks, we show how…
…We present MCP-Cosmos, a framework that infuses generative World Models (WM) into the MCP ecosystem to enable predictive task automation . By unifying three disparate technologies, namely MCP, World Model, and Agent…
…Christen Millerdurai , , , , , Abstract EgoForce is a monocular 3D hand reconstruction framework that uses a unified network to recover robust, absolute hand pose and position across different camera models through differentiable forearm representation…
…LLM-Designed Training Environment for RL with Multi-Agent Reasoning Published on Jun 16 Submitted by Chen chao on Jun 18 LARK Lab@HKUST (GZ) Authors: , , , , Abstract A framework automates environment redesign…
…Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference Published on May 10 Submitted by Kevin Zhai on May 12 Authors: , Kevin Zhai , , Abstract A Bayesian structured decoding framework enables flexible-length…
…From Risk Discovery to Evidence-Grounded Verification Published on Jul 4 Submitted by YunHao-Feng on Jul 7 Ant Group Authors: , , , , , , , , , , , , , , Abstract Automated safety testing framework Vera uses a three-stage pipeline…
Papers arxiv:2606.00125 Multimodal Music Recommendation System using LLMs Published on May 28 Submitted by Franck Dernoncourt on Jun 5 Authors: , , , , , , , Franck Dernoncourt , Abstract A multimodal framework for session-based music…
Papers arxiv:2405.03650 Generated Contents Enrichment Published on Jun 30 Submitted by Mahdi Naseri on Jul 6 University of Waterloo Authors: , , Abstract A joint adversarial framework enriches scene graphs using graph…
…To bridge this gap, this survey proposes a novel evolutionary framework for LLM agent memory mechanisms , formalizing the development process into three stages: Storage ( trajectory preservation ), Reflection ( trajectory refinement ), and Experience ( trajectory…