…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…
Papers arxiv:2606.16767 Text-Vision Co-Instructed Image Editing Published on Jun 15 Submitted by PolyU_VCLab on Jun 17 VCLab Authors: , , , Abstract A unified text-visual image editing framework is…
…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…
…To address these challenges, we propose SwanSphere, a unified streaming framework for high-fidelity spatial audio generation from panoramic videos and text prompts . SwanSphere mainly makes the following contributions: 1) We introduce…
…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…