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#3D Generation

共 4 篇
tags Deep Reading 33 Paper Reading 24 Code Reading 16 Computer Vision 12 Generative AI 5 Recommendation System 5 3D Generation 4 Agentic RL 3
还有 96 个标签 →
Deep Learning 3 Diffusion Models 3 Engineering 3 Image-to-3D 3 Knowledge Graph 3 Reinforcement Learning 3 Text-to-3D 3 3D Scene Generation 2 3D Scene Synthesis 2 Asynchronous RL 2 Computer Graphics 2 Graphics 2 NeRF 2 Optimization 2 RAG 2 Ranking 2 Systems 2 Two-Tower 2 Workflow 2 YouTube 2 3D Assets 1 3D Gaussian Splatting 1 3D Reconstruction 1 3D Scene Editing 1 3D Scene Modeling 1 3D Vision 1 Agent Memory 1 AI 1 AI Agents 1 Alibaba 1 ANN 1 Authorization 1 CAD Alignment 1 CAD Retrieval 1 Claude Code 1 Codex 1 Cold Start 1 Content Provenance 1 Context Engineering 1 Credit Assignment 1 CTR Prediction 1 Cypher 1 Database Internals 1 DeepSeek 1 Einops 1 Fourier Convolution 1 Generative Models 1 Generative Recommenders 1 Git 1 Graph Database 1 Graphiti 1 HSTU 1 Hybrid Search 1 Image Inpainting 1 Image Watermarking 1 Knowledge Augmented Generation 1 LLM Inference 1 LLM Post-Training 1 LLM Reliability 1 Long-Horizon RL 1 Loss Landscape 1 Machine Learning 1 Meta 1 Multi-Task Learning 1 Multimodal LLM 1 Multitask Learning 1 Neo4j 1 Notes 1 OpenFGA 1 OpenSPG 1 Pose Estimation 1 Python 1 Qwen 1 ReBAC 1 Rectified Flow 1 Referring Segmentation 1 Search 1 Search Engine 1 Security 1 Semi-Autoregressive Generation 1 Sequential Recommendation 1 Single-view Reconstruction 1 Speculative Decoding 1 Survey 1 System Design 1 Tensor Programming 1 Theory 1 Training Systems 1 Tutorial 1 User Interest Modeling 1 Vector Search 1 Vespa 1 Visual Grounding 1 Works 1 Zanzibar 1 Zep 1

2026

2026.07

  1. TripoSG 论文精读：大规模 Rectified Flow、SDF VAE 与高保真 3D 形状生成

    精读 TripoSG 如何通过 Rectified Flow Transformer、CLIP+DINOv2 条件注入、SDF/normal/eikonal 混合监督和 2M 高质量数据构建实现高保真 image-to-3D 形状生成

    Deep ReadingPaper Reading3D Generation +4

  2. SF3D 论文精读：0.5 秒 3D Mesh 重建、UV 展开与光照解耦

    精读 SF3D 如何基于 LRM/TripoSR 改造快速单图 3D 重建，通过增强 Transformer、DMTet、快速 UV 展开、材质估计和光照解耦生成可用 textured mesh

    Deep ReadingPaper Reading3D Reconstruction +4

  3. AssetGen 论文精读：可部署 3D 资产生成、MeshGen/TextureGen 与交互式低延迟系统

    精读 AssetGen 如何通过两阶段 MeshGen、GPU 几何处理、UV 展开、法线烘焙、多视角 TextureGen、蒸馏和流水线优化实现 30 秒级可部署 3D 资产生成

    Deep ReadingPaper Reading3D Generation +4

  4. TRELLIS.2 论文精读：O-Voxel、Sparse Compression VAE 与 4B 参数 3D 生成模型

    精读 Native and Compact Structured Latents for 3D Generation 如何通过 O-Voxel、稀疏压缩 VAE、PBR 材质建模与大规模 flow matching 实现高质量 3D 资产生成

    Deep ReadingPaper Reading3D Generation +4