Key papers

• DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents (2026)
  Jiahao Zhao et al.
  1.94
• Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators (2026)
  Zachary Novack et al.
  1.94
• Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing (2026)
  Zeyue Tian et al.
  1.83
• IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models (2025)
  Jiayi Lei et al.
  1.28
• Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step (2025)
  Ziyu Guo et al.
  1.28
• Region-Adaptive Sampling for Diffusion Transformers (2025)
  Ziming Liu et al.
  1.28
• Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think (2025)
  Liang Chen et al.
  1.28
• In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2025)
  Zechuan Zhang et al.
  1.28
• What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? (2025)
  Jinhong Ni et al.
  1.28
• D-AR: Diffusion via Autoregressive Models (2025)
  Ziteng Gao et al.
  1.28
• SingLoRA: Low Rank Adaptation Using a Single Matrix (2025)
  David Bensaïd et al.
  1.28
• Cut2Next: Generating Next Shot via In-Context Tuning (2025)
  Jingwen He et al.
  1.28
• Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation (2025)
  Shufan Li et al.
  1.28
• DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation (2025)
  Yu Zhou et al.
  1.28
• Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback (2025)
  Zongjian Li et al.
  1.28
• Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models (2025)
  Julianna Piskorz et al.
  1.28
• Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection (2025)
  Kaixin Ding et al.
  1.28
• On Architectural Compression of Text-to-Image Diffusion Models (2023)
  Bo-Kyeong Kim et al.
  —
• Inserting Anybody in Diffusion Models via Celeb Basis (2023)
  Ge Yuan et al.
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• PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis (2023)
  Junsong Chen et al.
  —
• A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation (2023)
  Eyal Segalis et al.
  —
• DressCode: Autoregressively Sewing and Generating Garments from Text Guidance (2024)
  Kai He et al.
  —
• TextCraftor: Your Text Encoder Can be Image Quality Controller (2024)
  Yanyu Li et al.
  —
• Stylus: Automatic Adapter Selection for Diffusion Models (2024)
  Michael Luo et al.
  —
• Aligning Diffusion Models with Noise-Conditioned Perception (2024)
  Alexander Gambashidze et al.
  —
• OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation (2024)
  Kepan Nan et al.
  —
• xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations (2024)
  Can Qin et al.
  —
• SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation (2024)
  Teng Hu et al.
  —
• HarmoniCa: Harmonizing Training and Inference for Better Feature Cache in Diffusion Transformer Acceleration (2024)
  Yushi Huang et al.
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• Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning (2024)
  Gang Liu et al.
  —
• IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation (2024)
  Xinchen Zhang et al.
  —
• Improving Long-Text Alignment for Text-to-Image Diffusion Models (2024)
  Luping Liu et al.
  —
• LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning (2024)
  Yiming Shi et al.
  —
• MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation (2024)
  Sankalp Sinha et al.
  —
• MV-Adapter: Multi-view Consistent Image Generation Made Easy (2024)
  Zehuan Huang et al.
  —
• DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation (2024)
  Minghong Cai et al.
  —