Awesome 3D & NeRF Generation

Key papers

• InterleaveThinker: Reinforcing Agentic Interleaved Generation (2026)
  Dian Zheng et al.
  14.38
• Avatar V: Scaling Video-Reference Avatar Video Generation (2026)
  Benjamin Liang et al.
  7.85
• Bolt3D: Generating 3D Scenes in Seconds (2025)
  Stanislaw Szymanowicz and Jason Y. Zhang and Pratul Srinivasan and Ruiqi Gao and Arthur Brussee and Aleksander Holynski and Ricardo Martin-Brualla and Jonathan T. Barron and Philipp Henzler
  6.92
• Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy (2025)
  Evgeny Ugolkov et al.
  6.58
• Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation (2023)
  David Junhao Zhang et al.
  6.55
• Latte: Latent Diffusion Transformer for Video Generation (2024)
  Xin Ma et al.
  6.11
• Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation (2024)
  Hongxu Jiang et al.
  5.40
• Projected Coupled Diffusion for Test-Time Constrained Joint Generation (2025)
  Hao Luan et al.
  5.03
• Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control (2025)
  Zekai Gu et al.
  4.76
• CUPID: Generative 3D Reconstruction via Joint Object and Pose Modeling (2025)
  Binbin Huang et al.
  4.75
• Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think (2024)
  Sihyun Yu et al.
  4.60
• MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation (2025)
  Mingcheng Li et al.
  4.47
• Smoothing Dark Areas in Molecular Latent Diffusion (2026)
  Xi Wang et al.
  4.39
• Prompt2Effect: Training-Free Image-to-Video Model Specialization via LoRA Generation (2026)
  Xiaomeng Yang et al.
  4.39
• VideoWeave: Unlocking Geometric Consistency in Video Generation via Joint Geometry-Video Modeling (2026)
  Xunzhi Xiang et al.
  4.39
• MUSE: Agentic 3D Scene Authoring via Memory-Grounded Incremental Requirement Satisfaction (2026)
  Ruijie Xu et al.
  4.39
• VeriGeo: Controllable Geometry Question Generation with Numerical and Analytical Verification (2026)
  Xiaoxian Duan et al.
  4.39
• LapidaryEngine: Fully Conversational Crystal Generation (2026)
  Yusei Ito et al.
  4.39
• Pano3D: Unified 3D Reconstruction and Panoptic Segmentation (2026)
  Victor Barberteguy et al.
  4.39
• CausalMotion: Structured Physical Reasoning as Keyframe and Trajectory Guidance for Training-Free Video Generation (2026)
  Sihan Zhuang et al.
  4.39
• Memento: Reconstruct to Remember for Consistent Long Video Generation (2026)
  Xuan Wei et al.
  4.39
• Flood and Harvest: The Provable Necessity of Trivia for Generating Valuable Mathematics via the Lens of Language Generation in the Limit (2026)
  Xiaoyu Li et al.
  4.39
• Instruct-Particulate: Scaling Feed-Forward 3D Object Articulation with Kinematic Control (2026)
  Ruining Li et al.
  4.39
• Latent Process Generator Matching (2026)
  Lukas Billera 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
  4.25
• DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation (2025)
  Yunhan Yang et al.
  3.92
• Denoising Multi-Beta VAE: Representation Learning for Disentanglement and Generation (2025)
  Anshuk Uppal et al.
  3.92
• Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation (2025)
  Jincheng Zhang et al.
  3.81
• Memory-Efficient 3D High-Resolution Medical Image Synthesis Using CRF-Guided GANs (2025)
  Mahshid Shiri et al.
  3.70
• Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation (2025)
  Zahra TehraniNasab et al.
  3.70
• Face-MakeUp: Multimodal Facial Prompts for Text-to-Image Generation (2025)
  Dawei Dai et al.
  3.59
• Structural Energy Guidance for View-Consistent Text-to-3D Generation (2026)
  Qing Zhang et al.
  3.45
• Paris 2.0: A Decentralized Diffusion Model for Video Generation (2026)
  Ali Rouzbayani et al.
  3.45
• 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
• Diffusion Models are Efficient Data Generators for Human Mesh Recovery (2024)
  Yongtao Ge et al.
  3.03
• ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models (2025)
  Ozgur Kara et al.
  2.87
• Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving (2025)
  Yunshen Wang et al.
  2.87
• Wavelet-based Variational Autoencoders for High-Resolution Image Generation (2025)
  Andrew Kiruluta
  2.82
• VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors (2025)
  Juil Koo et al.
  2.76
• DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation (2025)
  Chen Chen et al.
  2.76
• Compressed Image Generation with Denoising Diffusion Codebook Models (2025)
  Guy Ohayon et al.
  2.71
• UniForm: A Unified Multi-Task Diffusion Transformer for Audio-Video Generation (2025)
  Lei Zhao et al.
  2.71
• HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation (2025)
  Qijun Gan et al.
  2.71
• Ultrasound Image Generation using Latent Diffusion Models (2025)
  Benoit Freiche et al.
  2.71
• DreamDrive: Generative 4D Scene Modeling from Street View Images (2025)
  Jiageng Mao et al.
  2.65
• CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation (2025)
  Nikolai Kalischek et al.
  2.65
• Blenderrag: High-fidelity 3D Object Generation Via Retrieval-augmented Code Synthesis (2026)
  Massimo Rondelli, Francesco Pivi, Maurizio Gabbrielli
  2.60
• ZoomLDM: Latent Diffusion Model for multi-scale image generation (2024)
  Srikar Yellapragada et al.
  2.54
• OctFusion: Octree-based Diffusion Models for 3D Shape Generation (2024)
  Bojun Xiong et al.
  2.37
• Tora: Trajectory-oriented Diffusion Transformer for Video Generation (2024)
  Zhenghao Zhang and Junchao Liao and Menghao Li and Zuozhuo Dai and Bingxue Qiu and Siyu Zhu and Long Qin and Weizhi Wang
  2.32
• StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models (2024)
  Lezhong Wang et al.
  2.10
• Variational Learning for Insertion-based Generation (2026)
  Yangtian Zhang et al.
  2.00
• ZipSplat: Fewer Gaussians, Better Splats (2026)
  Alexander Veicht et al.
  2.00
• DeepJEB++: Foundation Model-Driven Large-Scale 3D Engineering Dataset via 2D Latent Space Augmentation (2026)
  Soyoung Yoo et al.
  2.00
• Colorful-noise: Training-free Low-frequency Noise Manipulation For Color-based Conditional Image Generation (2026)
  Nadav Z. Cohen, Ofir Abramovich, Ariel Shamir
  2.00
• A Graph Generation Pipeline For Critical Infrastructures Based On Heuristics, Images And Depth Data (2026)
  Mike Diessner, Yannick E. Tarant
  2.00
• What Drives Compositional Generalization? The Importance Of Continuous Training Objectives In Visual Generative Models (2026)
  Karim Farid, Rajat Sahay, Yumna Ali Alnaggar, et al.
  2.00
• Golden RPG: Confidence-adaptive Region-aware Noise For Compositional Text-to-image Generation (2026)
  Hao Li
  2.00
• VERTIGO: Visual Preference Optimization For Cinematic Camera Trajectory Generation (2026)
  Mengtian Li, Yuwei Lu, Feifei Li, et al.
  2.00