multimodal generation

CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025 CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025 Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models ICLR 2025 DiTaiListener: Controllable High Fidelity Listener Video Generation with Diffusion ICCV 2025 DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers ICCV 2025 End-to-End Multi-Modal Diffusion Mamba ICCV 2025 Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025 Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis CVPR 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 Generating Multimodal Driving Scenes via Next-Scene Prediction CVPR 2025 Generator Matching: Generative modeling with arbitrary Markov processes ICLR 2025 Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025 Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation CVPR 2025 JetFormer: An autoregressive generative model of raw images and text ICLR 2025 Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025 Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents EMNLP 2025 Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen ICLR 2025 Multimodal Generation with Consistency Transferring NAACL 2025 Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation ICCV 2025 NarrAD: Automatic Generation of Audio Descriptions for Movies with Rich Narrative Context WACV 2025 OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows CVPR 2025 OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025 Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models COLING 2025 RapVerse: Coherent Vocals and Whole-Body Motion Generation from Text ICCV 2025 Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025