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Papers arxiv:2606.31179 HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents Published on Jun 30 Submitted by qianchu liu on Jul 2 Microsoft Authors: , , , , , , , , , , , , , , , , , , Abstract HealthAgentBench presents a compr… …
… The following papers were recommended by the Semantic Scholar API UniVL: Unified Vision-Language Embedding for Spatially Grounded Contextual Image Generation 2026 UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation 2026 An Open-Source Benchmark and Baseline for Multi-tempor… …
… The following papers were recommended by the Semantic Scholar API EntangleCodec: A Unified Discrete Audio Tokenizer via Semantic-Acoustic Entanglement 2026 UAT: Unified Audio-Text Diffusion for Audio Generation, Editing, and Captioning 2026 Preserving Speech-to-Text LLM Capabilities in Speech-to-Sp… …
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 a spatially enhanced MLLM with MMDiT to achieve unif… …
… The following papers were recommended by the Semantic Scholar API Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation 2026 Lance: Unified Multimodal Modeling by Multi-Task Synergy 2026 HiDream-O1-Image: A Natively Unified Image Generative Foundation Model with Pixel-… …
Papers arxiv:2608.02583 UEmbed: Unified Sparse and Dense Multimodal Embeddings Published on Aug 3 Submitted by Tingyu Song on Aug 4 Alibaba-NLP Authors: , , , , , , , Abstract UEmbed is a decoder-only multimodal model that jointly produces dense and sparse embeddings in a single forward pass, exten… …
… The following papers were recommended by the Semantic Scholar API JointEdit3D: Feed-Forward 3D Scene Editing in a Unified Latent Space 2026 ELSA3D: Elastic Semantic Anchoring for Unified 3D Understanding and Generation 2026 UniTranslator: A Unified Multi-modal Framework for End-to-end In-Image Mach… …
… The following papers were recommended by the Semantic Scholar API Uni-ViGU: Towards Unified Video Generation and Understanding via A Diffusion-Based Video Generator 2026 MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings 2026 UniCSG: Unified High-Fidelity Content-Constraine… …
Papers arxiv:2608.06013 OneEmo: 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 that leverages multi-task supervised f… …
Papers arxiv:2601.07525 Thinking Before Constraining: A Unified Decoding Framework for Large Language Models Published on May 28 Submitted by Ngoc Trinh Hung NGUYEN on May 29 Nokia Authors: Ngoc Trinh Hung Nguyen , Alonso Silva , , , , Abstract A hybrid approach called In-Writing is proposed that c… …