…AI-generated summary Computer-use agents provide a promising path toward general software automation because they can interact directly with arbitrary graphical user interfaces instead of relying on brittle, application-specific integrations…
…A Physical Orchestrator for Open-Vocabulary Long-Horizon Manipulation Published on Jun 5 Submitted by Siyi Chen on Jun 9 NVIDIA Authors: , , , , Chan Hee Song , , , , , , , Abstract VoLoAgent enables physical orchestration by integrating…
…can we achieve Transformer-level sequence global modeling entirely through dynamic parameterization while maintaining linear complexity , effectively replacing explicit attention? To explore this, we design various dynamic parameter prediction strategies and integrate…
…Leveraging this capability, we propose Online Self-CAlibRation (OSCAR), a framework that integrates Monte Carlo Tree Search with a Dual-Granularity Reward Mechanism to construct preference data and iteratively refines the model…
…for multi-turn agent training by integrating self-distillation through a sigmoid gate that selectively strengthens positive token-level guidance while mitigating negative teacher rejections. AI-generated summary Reinforcement learning (RL) has…
…Test-Time Scaling for Streaming Video Generation Published on May 6 Submitted by Mengqi Huang on May 7 #2 Paper of the day FrameX-AI Authors: , Shaojin Wu , , , , , Abstract Stream-T1 enables…
…Enhanced Experience Exploitation for Tool-Integrated Reasoning (2026) PRAISE: Prefix-Based Rollout Reuse in Agentic Search Training (2026) $S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data…
…Specifically, we tackle two key challenges that enable the effective integration of generation and reconstruction. First, for 3D consistent generation , we elaborate a training-free, stage-wise denoising strategy that adaptively guides…
…This decouples single-task exploration from multi-task integration and avoids the optimization burden of solving all tasks jointly from scratch. Theoretically, we lift the OPD framework from discrete tokens to continuous…
…Beyond standard generation, our approach inherently extends to multimodal image editing , integrating visual content as part of the instruction to facilitate highly expressive and creative visual manipulations. View arXiv page View PDF…