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Framework is a company that produces modular laptops designed so users can replace components like the motherboard, display, and keyboard.
…We introduce Adaptive Auto-Harness, a framework and system for such streams. The framework decomposes the gap to an oracle harness into evolution loss and adaptation loss . The system addresses these losses…
…Yifeng Liu , , Yifan Zhang , Abstract A self-distilled policy-gradient framework combines on-policy self-distillation with verifier advantages and KL regularization to improve reinforcement learning stability and performance. Generated by Qwen…
…To overcome these bottlenecks, we propose the Closed-Loop Visual Reasoning (CLVR) framework, a comprehensive system that deeply couples visual-language logical planning with pixel-level diffusion generation . CLVR introduces an automated…
…Zhen Zhang , , , , Chengzhi Liu , , , , , , , , , Xin Eric Wang Abstract A token-level framework called Length Value Model (LenVM) is presented that estimates remaining generation length by treating it as a value estimation problem…
…Scaling Code RLVR via Atomic Decomposition and Recombination Published on May 29 Submitted by Boxi Cao on Jun 5 ICIP Authors: , , , , , , , , Abstract Atomic Decomposition and Recombination (ADR) framework generates novel and challenging…
Papers arxiv:2606.06447 Latent Reasoning with Normalizing Flows Published on Jun 4 Submitted by taesiri on Jun 5 Authors: , , , , , , , Abstract Latent reasoning framework using normalizing flows preserves autoregressive generation advantages while…
…Minju Gwak , , , , , Abstract LaRA is a layer-wise representation analysis framework that detects data contamination in reinforcement learning-post-trained large language models by analyzing geometric deviations across model layers. Generated by…
…Danilo Danese , , , , Abstract FlowLet is a conditional generative framework that synthesizes age-conditioned 3D MRIs using flow matching in an invertible 3D wavelet domain, improving brain age prediction performance for underrepresented age…
…Knowledge-Oriented Behavior Exploration for Lightweight Graph-Guided GUI Agents Published on May 28 Submitted by Yuxiang Chai on May 29 Authors: , Han Xiao , , Jinpeng Chen , , Abstract UI-KOBE framework enhances lightweight…
…Pre-hoc Reasoning for Adaptive Detector Allocation in Prompt-Injection Defense Published on May 29 Submitted by Shuhao Zhang on Jun 9 Authors: , , , , Abstract SCOUT framework dynamically allocates prompt-injection detection by…
