Key papers

• tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow (2018)
  You Xie et al.
  10.12
• FilmBench: A Film-Grade Benchmark for Cinematic Video Generation (2026)
  Shengyi Wang et al.
  8.24
• IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation (2026)
  Varun Gumma et al.
  7.37
• GrainPaint: A multi-scale diffusion-based generative model for microstructure reconstruction of large-scale objects (2025)
  Nathan Hoffman and Cashen Diniz and Dehao Liu and Theron Rodgers and Anh Tran and Mark Fuge
  6.63
• Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy (2025)
  Evgeny Ugolkov et al.
  6.52
• Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation (2025)
  Tiange Xiang et al.
  5.59
• PE-Field 4D: Video Generation Models as Canvas (2026)
  Yunpeng Bai et al.
  5.49
• Hash-QNeRF: Multiresolution Hash Encoding for Quantum Neural Radiance Fields (2026)
  Digonto Biswas 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
• Projected Coupled Diffusion for Test-Time Constrained Joint Generation (2025)
  Hao Luan et al.
  4.97
• CUPID: Generative 3D Reconstruction via Joint Object and Pose Modeling (2025)
  Binbin Huang et al.
  4.69
• MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation (2025)
  Mingcheng Li et al.
  4.42
• 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
• 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
• 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
• Smoothing Dark Areas in Molecular Latent Diffusion (2026)
  Xi Wang et al.
  4.33
• Anatomically-conditioned Latent Diffusion Model for Data-Efficient Few-Shot Cross-Domain 3D Glioma MRI Synthesis (2026)
  Salman Shaik et al.
  4.33
• DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models (2025)
  Ruofan Liang and Zan Gojcic and Huan Ling and Jacob Munkberg and Jon Hasselgren and Zhi-Hao Lin and Jun Gao and Alexander Keller and Nandita Vijaykumar and Sanja Fidler and Zian Wang
  4.19
• GenLCA: 3D Diffusion for Full-Body Avatars from In-the-Wild Videos (2026)
  Yiqian Wu et al.
  4.09
• Gen3R: 3D Scene Generation Meets Feed-Forward Reconstruction (2026)
  Jiaxin Huang 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
• Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation (2025)
  Jincheng Zhang et al.
  3.75
• Memory-Efficient 3D High-Resolution Medical Image Synthesis Using CRF-Guided GANs (2025)
  Mahshid Shiri et al.
  3.64
• 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
• 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
• DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction (2024)
  Bowen Song et al.
  3.20
• TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes (2024)
  Minghao Guo et al.
  3.14
• fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting (2025)
  Alicia Durrer et al.
  2.93
• 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
• Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving (2025)
  Yunshen Wang et al.
  2.82
• Geometric Consistency Refinement for Single Image Novel View Synthesis via Test-Time Adaptation of Diffusion Models (2025)
  Josef Bengtson et al.
  2.76
• DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation (2025)
  Xiaoliang Ju et al.
  2.71
• Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors (2025)
  Katja Schwarz and Norman Mueller and Peter Kontschieder
  2.71
• Compressed Image Generation with Denoising Diffusion Codebook Models (2025)
  Guy Ohayon et al.
  2.65
• Ultrasound Image Generation using Latent Diffusion Models (2025)
  Benoit Freiche et al.
  2.65
• 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
• MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation (2023)
  Dominik Zimny et al.
  2.53
• 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
• 3DGBGS: 3D Granular Ball Gaussian Splatting for Compact Novel View Synthesis (2026)
  Meng Yang et al.
  2.00
• SeasonStereo: Robust Dense Stereo Matching for Multi-Date Satellite Imagery via Generative AI (2026)
  \'Alvaro D\'iaz-Laureano et al.
  2.00
• Diffusion Image Generation with Explicit Modeling of Data Manifold Geometry (2026)
  Duoduo Xue et al.
  1.94
• UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation (2026)
  Zeyuan Yang et al.
  1.94
• FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models (2023)
  Stathis Galanakis et al.
  1.93
• Pose-Aware Diffusion for 3D Generation (2026)
  Zihan Zhou et al.
  1.89
• End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer (2026)
  Wenda Chu et al.
  1.89