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Framework is a company that produces modular laptops designed so users can replace components like the motherboard, display, and keyboard.
…To break this bottleneck, we introduce RemoteZero, a box-supervision-free framework for geospatial reasoning . RemoteZero is motivated by a simple asymmetry: an MLLM is typically better at verifying whether a region…
…We introduce Joint Agent Memory and Exploration Learning (JAMEL), a framework that trains agentic memory and exploration policy together through novelty-driven interaction . We observe that memory and exploration form a mutually…
…Yao Du , , Abstract A distribution-aware reinforcement learning framework improves multimodal large language models' numerical regression performance on long-tailed distributions through batch-level comparison-based supervision. AI-generated summary Multimodal large…
…A Human-Preference Post-Training Framework for Image Editing (2026) VIGOR: VIdeo Geometry-Oriented Reward for Temporal Generative Alignment (2026) A Systematic Post-Train Framework for Video Generation (2026) Reward-Aware Trajectory…
…Yu-Hsi Chen , Abstract CPCANet is a domain generalization framework that uses Common Principal Component Analysis to discover structured domain-invariant subspaces through differentiable neural layers, achieving state-of-the-art performance…
…To this end, we introduce TIDE, a template-guided iterative framework with two complementary mechanisms. Specifically, motivated by the observation that single-pass prediction anchors on the most salient cases and yields…
…Learning Cross-Modal Representations for Analog Circuit Retrieval Published on Apr 25 Submitted by Lei Li on May 4 Authors: , Lei Li , , , Abstract AnalogRetriever is a unified tri-modal retrieval framework that…
…Haoyuan Li , , , , Abstract Skill-3D framework enables agents to learn scene-aware skills through self-evolving memory and skill libraries, improving tool utilization in 3D spatial reasoning tasks. Generated by Qwen/Qwen2…
…Gianluca Barmina , Federico Torrielli , , , , , , , , Abstract A psychologically-informed refusal framework called PsychoSafe is developed for large language models to improve harmful request handling through structured supportive communication, showing enhanced refusal quality and…
…Self-Play for Open-Ended Generation from Zero Data Published on May 11 Submitted by Chengsong Huang on May 12 Authors: , , , Runpeng Dai , , , , , , Jiaxin Huang Abstract A novel verifier-free framework enables…