…Zhifei Xie , Zihang Liu , , , , , , , , , Abstract A unified streaming audio model is developed that combines offline task execution with real-time audio instruction following through an end-to-end framework supporting multiple audio…
…Training and Benchmarking Scene Text Editing (2026) Qwen-Image-2.0 Technical Report (2026) FlowInOne:Unifying Multimodal Generation as Image-in, Image-out Flow Matching (2026) HiDream-O1-Image: A Natively Unified…
…Recent advances, such as Meta MovieGen and Google Veo-3, highlight the growing industrial and academic focus on unified audio-vision architectures that learn from massive multimodal data . However, despite rapid progress…
…AI-generated summary The Model Context Protocol (MCP) has unified the interface between Large Language Models (LLMs) and external tools, yet a fundamental gap remains in how agents conceptualize the environments within…
…Ilya Borovik Abstract A large-scale piano MIDI dataset called PianoCoRe is introduced, featuring unified and refined open-source corpora with diverse performances and note-level alignments for music information retrieval applications…
…A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models (2026) Where to Steer: Input-Dependent Layer Selection for Steering Improves LLM Alignment (2026) Universal Activation Verbalizer: A Unified…
…Junbo Cui , , Chongyi Wang , Tianyu Yu , , , , , , , , , , , , , , , , , , Rongkang Wang Abstract MiniCPM-o 4.5 enables real-time full-duplex multimodal interaction through Omni-Flow, a unified streaming framework that aligns inputs and outputs…
…AI-generated summary In this paper, we propose AlphaGRPO, a novel framework that applies Group Relative Policy Optimization (GRPO) to AR-Diffusion Unified Multimodal Models (UMMs) to enhance multimodal generation capabilities without…
…AI-generated summary Foundation models have established unified representations for natural language processing, yet this paradigm remains largely unexplored for tabular data. Existing methods face fundamental limitations: LLM-based approaches lack retrieval…
…By supporting highly flexible input-output configurations, Cosmos 3 seamlessly unifies critical modalities for Physical AI -- effectively subsuming vision-language models , video generators , world simulators , and world-action models into a single…