Key papers

• FilmBench: A Film-Grade Benchmark for Cinematic Video Generation (2026)
  Shengyi Wang et al.
  8.24
• Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models (2025)
  Jinho Jeong et al.
  7.77
• A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images (2025)
  Zineb Sordo and Eric Chagnon and Daniela Ushizima
  7.58
• IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation (2026)
  Varun Gumma et al.
  7.37
• Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation (2025)
  Tiange Xiang et al.
  5.59
• Gemma 4 Technical Report (2026)
  Gemma Team et al.
  5.49
• PE-Field 4D: Video Generation Models as Canvas (2026)
  Yunpeng Bai et al.
  5.49
• SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes (2026)
  Chia-Tung Ho et al.
  5.01
• TextSLIP: Text Self-Supervised CLIP for Medical Report Generation (2026)
  Haoyu Jiang et al.
  5.01
• InnoText: A Unified Model for Visual Text Generation and Editing (2026)
  Haowei Liu et al.
  5.01
• AgentHOI: Multi-Agent Reasoning for Human-Object-Interaction Video Generation via Implicit Representation Alignment (2026)
  Ziyao Huang et al.
  5.01
• Projected Coupled Diffusion for Test-Time Constrained Joint Generation (2025)
  Hao Luan et al.
  4.97
• MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation (2025)
  Mingcheng Li et al.
  4.42
• Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering (2026)
  Felix Feldman et al.
  4.39
• SpiS-GAN: Spiral-Modulated Handwriting Synthesis with Star Operation (2026)
  Nguyen Duy Hieu et al.
  4.39
• An Hybrid Quantum-Classical Diffusion Model for Image Generation (2026)
  Qipeng Qian et al.
  4.39
• ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models (2026)
  Sang-Hoon Lee et al.
  4.39
• Autoregressive latent diffusion for 3D molecule generation (2026)
  Federico Ottomano et al.
  4.39
• Reflecting Process Expertise in Procedural Material Generation (2026)
  Kunal Gupta et al.
  4.39
• S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation (2026)
  Jiahao Zhao et al.
  4.39
• Music-JEPA: Learning a World Model of Sound from Action (2026)
  Ziyu Wang et al.
  4.39
• Phylogenetic signal in marine mammal and bird vocalizations captured by audio foundation models: the limited benefit of domain-specific pretraining (2026)
  V\'ictor Rinc\'on Yepes
  4.39
• MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation (2026)
  Zhen Zhao et al.
  4.39
• Beyond "What to Retrieve": Uncertainty in Retrieval-Augmented Code Generation (2026)
  Chandan Kumar Sah et al.
  4.39
• Catastrophic Compositional Generation: Why Vanilla Diffusion Models Fail to Extrapolate (2026)
  Duncan Soiffer et al.
  4.33
• SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing (2025)
  Seokhyeon Hong et al.
  4.30
• Diffusion Domain Expansion: Learning to Coordinate Pre-trained Diffusion Models (2026)
  Egor Lifar et al.
  4.27
• Towards Controllable Image Generation through Representation-Conditioned Diffusion Models (2026)
  Nithesh Chandher Karthikeyan et al.
  4.27
• Seeing It Before It Happens: In-Generation NSFW Detection for Diffusion-Based Text-to-Image Models (2025)
  Fan Yang et al.
  3.92
• StorySync: Training-Free Subject Consistency in Text-to-Image Generation via Region Harmonization (2025)
  Gopalji Gaur et al.
  3.92
• Gen3R: 3D Scene Generation Meets Feed-Forward Reconstruction (2026)
  Jiaxin Huang et al.
  3.92
• One-step Latent-free Image Generation with Pixel Mean Flows (2026)
  Yiyang Lu et al.
  3.92
• DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation (2025)
  Yunhan Yang et al.
  3.86
• Denoising Multi-Beta VAE: Representation Learning for Disentanglement and Generation (2025)
  Anshuk Uppal et al.
  3.86
• Improving the Generation of VAEs with High Dimensional Latent Spaces by the use of Hyperspherical Coordinates (2025)
  Alejandro Ascarate et al.
  3.86
• Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation (2025)
  Jincheng Zhang et al.
  3.75
• STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation (2025)
  Ruyu Wang et al.
  3.64
• Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation (2025)
  Zahra TehraniNasab et al.
  3.64
• Gen4U: Unifying Video Generation and Understanding via Diffusion (2026)
  Michael King et al.
  3.51
• Nexus: Native Mesh Generation with Diffusion (2026)
  Hanxiao Wang et al.
  3.51
• GuidedRAG: Semantic Steering of Retrieval-Augmented Generation (2026)
  Matthijs Jansen op de Haar et al.
  3.51
• Improving Item Discoverability in e-Commerce Search via Related Intent Generation (2026)
  Ji Xin et al.
  3.51
• Structural Energy Guidance for View-Consistent Text-to-3D Generation (2026)
  Qing Zhang et al.
  3.39
• Paris 2.0: A Decentralized Diffusion Model for Video Generation (2026)
  Ali Rouzbayani et al.
  3.39
• Generation of non-stationary stochastic fields using Generative Adversarial Networks (2022)
  Alhasan Abdellatif et al.
  3.19
• Motion-Zero: Zero-Shot Moving Object Control Framework for Diffusion-Based Video Generation (2024)
  Changgu Chen et al.
  2.92
• TerraFusion: Joint Generation of Terrain Geometry and Texture Using Latent Diffusion Models (2025)
  Kazuki Higo et al.
  2.82
• ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models (2025)
  Ozgur Kara et al.
  2.82
• Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations (2025)
  Ruijie Wang et al.
  2.76
• DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation (2025)
  Xiaoliang Ju et al.
  2.71
• Compressed Image Generation with Denoising Diffusion Codebook Models (2025)
  Guy Ohayon et al.
  2.65
• A Mixture-Based Framework for Guiding Diffusion Models (2025)
  Yazid Janati et al.
  2.65
• Ultrasound Image Generation using Latent Diffusion Models (2025)
  Benoit Freiche et al.
  2.65
• Efficient Generative Modeling with Residual Vector Quantization-Based Tokens (2024)
  Jaehyeon Kim et al.
  2.60
• 3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation (2024)
  Haoshen Wang et al.
  2.60
• CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation (2025)
  Nikolai Kalischek et al.
  2.60
• Multi-Source Music Generation with Latent Diffusion (2024)
  Zhongweiyang Xu et al.
  2.43
• OctFusion: Octree-based Diffusion Models for 3D Shape Generation (2024)
  Bojun Xiong et al.
  2.37
• StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models (2024)
  Lezhong Wang et al.
  2.10
• LumaGuide: Distribution Shaping for Training-Free HDR Generation in Diffusion Models (2026)
  Bowen Chen et al.
  2.00