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Framework is a company that produces modular laptops designed so users can replace components like the motherboard, display, and keyboard.
Papers arxiv:2605.12449 LychSim: A Controllable and Interactive Simulation Framework for Vision Research Published on May 12 Submitted by Wufei Ma on May 13 Johns Hopkins University Authors: , , , , , Abstract A simulation framework called LychSim is introduced, featuring a Python API, procedural d… …
Papers arxiv:2605.07394 BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning Published on May 8 Submitted by Shaokai Ye on May 11 Apple Authors: Shaokai Ye , , , , , Abstract A balanced reinforcement learning framework for image captioning that jointly optimizes correctness, coverage, … …
… While recent approaches treat NER and RE as separate tasks requiring distinct models, we introduce GLiNER -Relex, a unified architecture that extends the GLiNER framework to perform both entity recognition and relation extraction in a single model. …
… To address the first challenge, we propose Lite3R, a model-agnostic teacher-student framework that replaces dense attention with Sparse Linear Attention to preserve important geometric interactions while reducing attention cost. …
… Urban-ImageNet is organized by HUSIC, a Hierarchical Urban Space Image Classification framework that defines a 10-class taxonomy grounded in urban theory. …
… We present MCP-Cosmos, a framework that infuses generative World Models WM into the MCP ecosystem to enable predictive task automation. …
… We introduce EgoForce, a unified monocular 3D hand reconstruction framework that recovers robust camera-space hand pose and position across fisheye, perspective, and distorted wide-FOV cameras. …
… In this paper, we propose a training-free, Bayesian structured decoding framework that formulates flexible-length generation as a dynamic structural inference problem. …
… We introduce FocuSFT, a bilevel optimization framework that addresses this problem at training time. …
… Motivated by this gap, we propose AutoLLMResearch, an agentic framework that mimics how human researchers learn generalizable principles from low-fidelity experiments and extrapolate to efficiently identify promising configurations in expensive LLM settings. …