…Scaling Any-Modality Conditional Motion Generation with Masked Modeling Published on May 28 Submitted by Li YiHeng on Jun 1 Authors: , , , , , , Abstract A unified multimodal framework for human motion generation that combines…
…AI-generated summary Joint audio-video generation models have shown that unified generation yields stronger cross-modal coherence than cascaded approaches. However, existing models couple modalities throughout denoising via pervasive attention, treating…
…This formulation unifies category-conditioned counting with interpretable spatial localization. To support this setting, we construct CLOC, a Cross-domain Large-scale Object Counting dataset that reorganizes diverse public data sources into…
…However, existing open-source methods mainly rely on either dual-tower designs with posterior alignment or fully unified tri-modal designs that mix textual context, audio and video in one shared space…
…Venkata Pushpak Teja Menta Abstract Researchers enhance a non-Indic-native text-to-speech system by implementing a Brahmic Unified Phoneme Space, LoRA adaptation, and voice-prompt recovery techniques to achieve commercial…
…Siyin Wang , Junhao Shi , , , , , Yikang Zhou , Zhaoye Fei , , , , , , Abstract World Action Models unify predictive state modeling with action generation for embodied policy learning, forming a cohesive framework for understanding environment dynamics and…
…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…
…We further introduce Unified Relative RoPE Recipe, which anchors the sink frames to start from id 0 and lets the newest frame id grow at most to the DiTs ' pretrained maximum temporal…
…Large Diffusion Vision-Language-Action Model with Unified Multi-Modal Instruction and Generation (2026) MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving (2026) Dynamic Execution Commitment of Vision…
…A unified feature pipeline enables consistent alignment across video trajectories, acoustic signatures, and chart-derived measurements, allowing EMMA to estimate parameters under forced, implicit, and multivariate dynamics without requiring segmentation masks, differentiable…