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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 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…
…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…
…Xinran Li , , , , Abstract A novel framework combining Thread-Constrained Directed Acyclic Graph and Discourse-Aware Rotary Position Embedding addresses limitations in conversational sentiment analysis by capturing dialogue structure and temporal sequences more…
…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…
…MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning Published on May 14 Submitted by seawolf on May 15 FINAL_Bench Authors: , , , , , , Abstract The Darwin Family framework enables…
…Guided by this principle, we propose an anisotropic geometric correction framework , AnisoAlign, for unpaired modality alignment . This framework leverages the internal geometric prior of the target modality and performs bounded correction on…
…Transition-Directed Discrete Diffusion for Allosteric Binder Generation Published on May 10 Submitted by Pranam Chatterjee on May 12 Programmable Biology Group Authors: , , , , , , Abstract A sequence-based generative framework called TD3B is…
…In our framework, we use discrete differential forms to capture topology-dominated components and an orthogonal auxiliary ambient space to represent complex local dynamics. Our method achieves superior accuracy and efficiency on…
…We propose ROMA, an RL fine-tuning framework that modifies the optimization dynamics to reinforce reasoning against visual degradation while preserving clean-input performance. A dual-forward-pass strategy uses teacher forcing…