…AI-generated summary We introduce Orthrus, a simple and efficient dual-architecture framework that unifies the exact generation fidelity of autoregressive Large Language Models (LLMs) with the high-speed parallel token generation…
…To address this issue, we introduce MMDG-Bench, the first unified and comprehensive benchmark for MMDG, which standardizes evaluation across six datasets spanning three diverse tasks: action recognition , mechanical fault diagnosis , and…
…Omnimodal Unified Large Diffusion Language Model (2026) Please give a thumbs up to this comment if you found it helpful! If you want recommendations for any Paper on Hugging Face checkout this…
…These results show that images can effectively and efficiently encode rationales while providing a unified visual canvas for reasoning. View arXiv page View PDF GitHub 3 Add to collection Community Optical reasoning…
…It provides many of the benefits of both traditional transformer s (expandable context memory, chunk-wise parallelizable training and prefill ) and linear RNNs in a single unified package. It can be used…
…Jiayang Li , Shuo Cao , , , , , , , Abstract StableI2I is a unified evaluation framework that assesses content fidelity and consistency in image-to-image tasks without requiring reference images, providing accurate and interpretable measurements correlated…
…In this paper, we propose HAGE, a weighted multi-relational memory framework that reconceptualizes retrieval as sequential, query-conditioned traversal over a unified relational memory graph . Memory is organized as relation-specific…
…Adafactor Preconditioned Low-Rank Adaptation Published on May 9 Submitted by Xin Wen on May 13 Authors: , , Abstract LoRA optimizers are analyzed through a unified framework based on surrogate matrices and preconditioners…
…AI-generated summary While multimodal large language models have advanced across text, image, and audio, personalization research has remained primarily vision-language, with unified omnimodal benchmarking that jointly covers text, image, and…
…Yanjie An , Yuxiang Zhao , , , , , , Abstract OpenSTBench presents a unified evaluation framework for speech translation systems that assesses multiple dimensions including translation quality, speech quality, and temporal consistency across different modalities and settings…