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… 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 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… …
… 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-… …
… 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… …
Papers arxiv:2606.18249 Unified Multimodal Autoregressive Modeling with Shared Context-Visual Tokenizer is Key to Unification Published on Jun 16 Submitted by taesiri on Jun 17 Qwen Authors: Wujian Peng , , , , , , , , , Abstract UniAR presents a unified autoregressive framework that uses a single … …
… 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… …
… The following papers were recommended by the Semantic Scholar API Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation 2026 From Pixels to Words -- Towards Native One-Vision Models at Scale 2026 STARFlow2: Bridging Language Models and Normalizing Flows for Unifi… …
Papers arxiv:2606.01048 Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation Published on May 31 Submitted by Liangqiong Qu on Jun 3 The University of Hong Kong Authors: , , , , , , , Jiawei Liu , Abstract Decoupled Residual Denoising Diffusion mod… …
… The following papers were recommended by the Semantic Scholar API LIVE: Leveraging Image Manipulation Priors for Instruction-based Video Editing 2026 MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings 2026 ImVideoEdit: Image-learning Video Editing via 2D Spatial Difference … …
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… …