…Yaorui Shi , Yuxin Chen , Zhengxi Lu , , , , , , Abstract Skill1 is a unified framework that trains a single policy to simultaneously evolve skill selection, utilization, and distillation capabilities using a shared task-outcome objective…
…A Unified Benchmark for Image Editing and Reward Modeling Published on May 13 Submitted by Yang Shi on May 14 Authors: Xuehai Bai , Yang Shi , , Xuanyu Zhu , Yuran Wang , Yifan Dai , , , , Abstract…
…Toward a Unified Driving World Model for 3D Scene Understanding and Generation Published on Apr 30 Submitted by Xin Zhou on May 7 H-EmbodVis Authors: Xin Zhou , , , , , , Abstract HERMES++ combines 3D…
…Hao Wang , , , , , , Abstract X2SAM is a unified multimodal model that extends segmentation capabilities from images to videos while supporting conversational instructions and visual prompts for both modalities. AI-generated summary Multimodal Large…
Papers arxiv:2605.13301 Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Published on May 13 Submitted by Yafu Li on May 15 #1 Paper of the day Authors…
…Scaling Interleaved Instructions for Unified Visual Generation Published on May 12 Submitted by taesiri on May 13 Authors: , , , , Abstract INSET is a unified multimodal model that embeds images as native vocabulary within…
Papers arxiv:2606.05979 World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis Published on Jun 4 Submitted by taesiri on Jun 5 Authors: , , , , , , , , , , , Abstract World-language-action…
…EgoForce operates across fisheye, perspective, and distorted wide-FOV camera model s using a single unified network. Our approach combines a differentiable forearm representation that stabilizes hand pose, a unified arm-hand…
Papers arxiv:2605.04569 Lightning Unified Video Editing via In-Context Sparse Attention Published on May 6 Submitted by taesiri on May 7 Authors: , , , , , , Abstract In-context sparse attention framework enables efficient…
…Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing (2026) AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps (2026) Unify-Agent: A Unified Multimodal Agent for World-Grounded…
