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Framework is a company that produces modular laptops designed so users can replace components like the motherboard, display, and keyboard.
…A Self-Evolving Skill Optimizer via Training-Free GRPO Published on Apr 30 Submitted by Yu Tian on May 6 Authors: , , , , , , , Abstract Skills-Coach is an automated framework that enhances LLM-based…
…Jeongeun Park , , , , , , Abstract HL-OutPaint is a high-resolution video outpainting framework that uses a coarse-to-fine strategy with global coarse guidance to enable large spatial extrapolation and long sequence generation…
…The framework unifies the complete development-from data preparation model architecture, model training, inference acceleration, and deployment-within a modular and extensible architecture. Alongside the framework, we release reproducible pipelines , reference implementations…
…Our framework adopts a two-stage training recipe: supervised fine-tuning followed by Group Relative Policy Optimization (GRPO), enabling autonomous exploration that breaks the imitation-learning ceiling. Furthermore, we curate Video-DR…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct This work presents a general framework for training large language models (LLMs) to "Connect the Dots" (CoD), a meta-capability required by long-lifecycle…
…To address these limitations, we propose BrainJanus, the first unified brain model that integrates brain, vision, and language within a single framework. Specifically, we introduce a Unified Brain Tokenizer to quantize continuous…
…Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning Published on Jul 1 Submitted by Hongxing Li on Jul 2 Zhejiang University Authors: , , , , , , , , , , , , , Abstract A unified framework named Perceive-to-Reason (P2R…
…Yi Wang , , , , , , , , , , , , , Siyuan Feng , , Jianlan Luo Abstract Learning While Deploying framework enables continuous improvement of Vision-Language-Action policies through fleet-scale offline-to-online reinforcement learning with distributed robot experience and…
…Cultivating Holistic Agent Evolver via On-Policy Distillation Published on Jun 16 Submitted by gbz on Jun 17 National University of Singapore Authors: , , , , , , Abstract OPD-Evolver is a self-evolving agent framework…
…Building on this benchmark, we propose a multi-agent forensic reasoning framework that employs four specialized domain-expert agents to independently analyze forgery cues from four perspectives: texture, lighting, motion, and physics…