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…Second, we introduce Holo-World , a unified controllable video world model that jointly controls scene from a single image. Its Unified Scene Adapter factorizes world preservation and weather transfer into distinct parameter…
Papers arxiv:2605.31604 Representation Forcing for Bottleneck-Free Unified Multimodal Models Published on May 29 Submitted by taesiri on Jun 1 #3 Paper of the day ByteDance Seed Authors: Yuqing Wang…
Papers arxiv:2605.04128 Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation Published on May 5 Submitted by taesiri on May 7 Authors: , Wenbo Li , , , Bo Wang , , , , , , , , , , , , , , Abstract JoyAI-Image integrates…
…1D Unified Tokenization for Holistic Audio-Video Generation Published on Jun 29 Submitted by PHAM Trung Kien on Jul 1 Authors: Kien T. Pham , , , Abstract AVTok is a unified tokenizer for audio…
…A Unified Model for Understanding and Generation across Brain, Vision, and Language Published on Jun 29 Submitted by HaitaoWu on Jul 1 Authors: , , , , , , , , , , Abstract BrainJanus represents the first unified brain model integrating…
Papers arxiv:2607.03748 Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process Published on Jul 4 Submitted by Zican Hu on Jul 7 Tencent Authors: Zican Hu , , , , Wei Liu , , , , , , , , Abstract…
…Shuai Wang , , , , , Abstract UniDDT addresses key challenges in unified multimodal models by leveraging a Noisy ViT encoder and LLM for semantic encoding while using separate diffusion decoders to balance visual understanding and…
…A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction Published on Aug 6 Submitted by Jiahao Huang on Aug 10 Authors: Jiahao Huang , , , , , Abstract OneEmo is a unified affective generalist…
…A Unified Video-Action World Model for Robotic Manipulation Published on May 31 Submitted by Jianlan Luo on Jun 2 Authors: , , , , , , , , , , , , , , , , , , , Abstract A unified video-action world model integrates policy learning, video…
…Unifying Egocentric Human and Robotic Data for VLA Pretraining Published on Jun 15 Submitted by Siyuan on Jun 17 CUHK Authors: , , , , , , , , , , Abstract A unified Vision-Language-Action pretraining framework leverages heterogeneous data…