1、3D方向

• Rapid 3D Model Generation with Intuitive 3D Input
• Instantaneous Perception of Moving Objects in 3D
• NEAT: Distilling 3D Wireframes from Neural Attraction Fields
  ⭐code
• Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
• LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction
• TexOct: Generating Textures of 3D Models with Octree-based Diffusion
• Unsupervised 3D Structure Inference from Category-Specific Image Collections
• Garment Recovery with Shape and Deformation Priors
• ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding
  ⭐code
• CAGE: Controllable Articulation GEneration
  ⭐code
  🏠project3D
• Sparse views, Near light: A practical paradigm for uncalibrated point-light photometric stereo
• Dispersed Structured Light for Hyperspectral 3D Imaging
• G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping
  ⭐code
• Wonder3D: Single Image to 3D using Cross-Domain Diffusion
  🏠project
• UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence
  ⭐code服装操作
• GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo
  ⭐code
  ⭐code
• EfficientDreamer: High-Fidelity and Robust 3D Creation via Orthogonal-view Diffusion Priors
  🏠project
• MVD-Fusion: Single-view 3D via Depth-consistent Multi-view Generation
  🏠project
• Digital Life Project: Autonomous 3D Characters with Social Intelligence
  🏠project
• Image Sculpting: Precise Object Editing with 3D Geometry Control
  🏠project
• TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations
• Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception
• GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting
  ⭐code
  🏠project
• SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds
• ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-view Images
• Differentiable Display Photometric Stereo
• ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion
  ⭐code
  🏠project
• Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps
• REACTO: Reconstructing Articulated Objects from a Single Video
  ⭐code
• Low-Latency Neural Stereo Streaming
• Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes
• Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation
  🏠project
• Wired Perspectives: Multi-View Wire Art Embraces Generative AI
  ⭐code
  🏠project
• Memory-based Adapters for Online 3D Scene Perception
  ⭐code
• FastMAC: Stochastic Spectral Sampling of Correspondence Graph
  ⭐code
• One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion
  ⭐code
  🏠project
• PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm
  🏠project
• CityDreamer: Compositional Generative Model of Unbounded 3D Cities
  🏠project
• EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI
  ⭐code
• Mosaic-SDF for 3D Generative Models
  🏠project
• Federated Online Adaptation for Deep Stereo
  🏠project
• ControlRoom3D: Room Generation using Semantic Proxy Rooms
• 三维视觉
  • Situational Awareness Matters in 3D Vision Language Reasoning
    🏠project
  • DUSt3R: Geometric 3D Vision Made Easy
  • Towards 3D Vision with Low-Cost Single-Photon Cameras
• 三维重建
  • 3D Neural Edge Reconstruction
  • 3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces
    🏠project
    📺video
  • PanoRecon: Real-Time Panoptic 3D Reconstruction from Monocular Video
  • NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
  • NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
  • pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction
  • ReconFusion: 3D Reconstruction with Diffusion Priors
  • VGGSfM: Visual Geometry Grounded Deep Structure From Motion
    ⭐code
    🏠project
  • Slice3D: Multi-Slice Occlusion-Revealing Single View 3D Reconstruction
    🏠project
  • GenNBV: Generalizable Next-Best-View Policy for Active 3D Reconstruction
  • Coherence As Texture - Passive Textureless 3D Reconstruction by Self-interference
    ⭐code
  • Structure-Aware Sparse-View X-ray 3D Reconstruction
    ⭐code
    👍如何给 NeRF 开透视眼？
  • Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
    🏠project
  • Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning
    ⭐code
    🏠project多视图重建
  • PlatoNeRF: 3D Reconstruction in Plato’s Cave via Single-View Two-Bounce Lidar
    🏠project
  • WonderJourney: Going from Anywhere to Everywhere
    🏠project
  • Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments
    ⭐code
    🏠project
  • DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans
  • IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images
    ⭐code
  • Splatter Image: Ultra-Fast Single-View 3D Reconstruction
    ⭐code
    🏠project
  • PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar
    ⭐code
    🏠project
  • MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections
    ⭐code
  • ZeroShape: Regression-based Zero-shot Shape Reconstruction
    ⭐code
    🏠project
  • DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction
  • G3DR: Generative 3D Reconstruction in ImageNet
    ⭐code
    🏠project
  • 3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surface
    ⭐code
  • Bayesian Diffusion Models for 3D Shape Reconstruction
  • RNb-NeuS: Reflectance and Normal-based Multi-View 3D Reconstruction
  • ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining
    🏠project视图 360° 重建
• 表面重建
  • SuperNormal: Neural Surface Reconstruction via Multi-View Normal Integration
  • MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
  • MorpheuS: Neural Dynamic 360deg Surface Reconstruction from Monocular RGB-D Video
    ⭐code
    🏠project
  • UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and UnFavOrable Data Sets
    ⭐code
    ⭐code
  • UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and Unfavorable Sets
    ⭐code
• 三维网格重建
  • SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
    🏠project
• 三维形状
  • GPLD3D: Latent Diffusion of 3D Shape Generative Models by Enforcing Geometric and Physical Priors
  • TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding
    ⭐code
  • Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes
    🏠project
  • ShapeWalk: Compositional Shape Editing Through Language-Guided Chains
    ⭐code
    🏠project
  • Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation
  • Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships
    🏠project
  • FSC: Few-point Shape Completion
  • 3D Paintbrush: Local Stylization of 3D Shapes with Cascaded Score Distillation
    ⭐code
    🏠project3D 形状
  • Category-Level Multi-Part Multi-Joint 3D Shape Assembly
  • Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation
• Stereo Matching
  • Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching
    ⭐code
  • LoS: Local Structure-Guided Stereo Matching
  • Robust Synthetic-to-Real Transfer for Stereo Matching
  • Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching
  • Neural Markov Random Field for Stereo Matching
    ⭐code
  • Reusable Architecture Growth for Continual Stereo Matching
  • MoCha-Stereo: Motif Channel Attention Network for Stereo Matching
    ⭐code
    🏠project
  • Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching
• 表面法线估计
  • Rethinking Inductive Biases for Surface Normal Estimation
    ⭐code
• 特征匹配
  • OmniGlue: Generalizable Feature Matching with Foundation Model Guidance
  • RoMa: Robust Dense Feature Matching
  • Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed
    ⭐code
• 三维检索
  • KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation
    ⭐code
• 深度补全
  • Flexible Depth Completion for Sparse and Varying Point Densities
  • Improving Depth Completion via Depth Feature Upsampling
  • Test-Time Adaptation for Depth Completion
  • Bilateral Propagation Network for Depth Completion
  • DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions
  • Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
    ⭐code
• 深度估计
  • Cross-spectral Gated-RGB Stereo Depth Estimation
  • Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation
  • Depth Prompting for Sensor-Agnostic Depth Estimation
  • Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion
    ⭐code
  • On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation
    🏠project
  • Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation
    ⭐code
  • PatchFusion: An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation
  • Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
    🏠project
  • Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion
  • ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation
    ⭐code
  • From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior
  • UniDepth: Universal Monocular Metric Depth Estimation
    ⭐code
  • WorDepth: Variational Language Prior for Monocular Depth Estimation
  • SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing
  • Snapshot Lidar: Fourier Embedding of Amplitude and Phase for Single-Image Depth Reconstruction
• 全景定位
  • Fully Geometric Panoramic Localization
    ⭐code
• 3D关键点检测
  • Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features
    🏠project
• 布局重建
  • Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction
  • No More Ambiguity in 360deg Room Layout via Bi-Layout Estimation
    ⭐code
• CAD 重建
  • SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations无监督 CAD 重建
• 形状匹配
  • Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching
• 3DGS
  • COLMAP-Free 3D Gaussian Splatting
    ⭐code
    🏠project
  • Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields
  • GS-IR: 3D Gaussian Splatting for Inverse Rendering
  • FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization
    🏠project
  • Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering
    🏠project
  • GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models
    🏠project
  • Mip-Splatting: Alias-free 3D Gaussian Splatting
    ⭐code
    🏠project
  • CoGS: Controllable Gaussian Splatting
    ⭐code
    🏠project
  • LangSplat: 3D Language Gaussian Splatting
    ⭐code
    🏠project
  • Compact 3D Gaussian Representation for Radiance Field
    🏠project
  • 3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos
    🏠project
  • [HUGS: Human Gaussian Splatting]
  • HUGS: Human Gaussian Splats
    ⭐code
    🏠project
  • Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering3DGS
  • GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces
• 场景重建
  • Gated Fields: Learning Scene Reconstruction from Gated Videos
  • Guess The Unseen: Dynamic 3D Scene Reconstruction from Partial 2D Glimpses
  • SuperPrimitive: Scene Reconstruction at a Primitive Level
    🏠project
  • Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction
    ⭐code
  • Behind the Veil: Enhanced Indoor 3D Scene Reconstruction with Occluded Surfaces Completion
  • OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees
  • VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction
    ⭐code
  • Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction
    ⭐code
    🏠project
    👍CVPR 2024满分论文：浙大提出基于可变形三维高斯的高质量单目动态重建新方法
  • Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts
    🏠project
• 3D 场景合成
  • GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs
    🏠project
  • DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation
    ⭐code
  • BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation
    🏠project3D 场景生成
  • Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion
  • 文本驱动的 3D 场景生成
    • 3D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation
    • Towards Text-guided 3D Scene Composition
      🏠project3D 场景合成
• 3D 场景图
  • SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks
• 3D 场景编辑
  • GaussianEditor:Editing 3D Gaussians Delicately with Text Instructions
    🏠project
  • Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
    👍文本或图像提示精准编辑3D场景，美图&信工所&北航&中大联合提出3D编辑方法CustomNeRF
  • PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI
    ⭐code
  • Neural 3D Strokes: Creating Stylized 3D Scenes with Vectorized 3D Strokes
    🏠project3D 场景
  • PAPR in Motion: Seamless Point-level 3D Scene Interpolation3D 场景插值
  • ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
• 语义匹配
  • SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching
    ⭐code
    🏠project
• 室内照明估计
  • LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation
• 三维服装生成
  • Design2Cloth: 3D Cloth Generation from 2D Masks
    🏠project
• 3D 形状匹配
  • SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency