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nerds-nerf

이 repository는 가짜연구소의 OpenLab 중 하나인, Nerd's NeRF 입니다.
NeRF에 대해 깊이 이해하고, 관련된 최신 논문들을 따라잡는 것이 Nerd's NeRF팀의 목적입니다! 오픈 아카데미 형식으로, 누구나 참여할 수 있는 형태로 모임을 진행하여 국내 3D Computer Vision과 NeRF 영역에서 공유의 가치를 실현하며, 함께 성장하는 데 기여하고자 합니다.

소개 페이지
참여 방법: 매주 목요일 오후 10시, 가짜연구소 Discord Room GH로 입장! ㅌ

Contributor

Schedule

idx Date Presenter Review (Youtube) Paper / Code
1 2022.09.15 김찬란 link NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (ECCV 2020)
2 2022.09.22 신동원 link FastNeRF: High-Fidelity Neural Rendering at 200FPS (ICCV 2021)
3 2022.09.22 박정현 link Instant NGP : Instant Neural Graphics Primitives with a Multiresolution Hash Encoding (SIGGRAPH 2022)
4 2022.09.29 김찬란 link NeRF official code
5 2022.10.06 신동원 link Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields
6 2022.10.06 박정현 link NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections (CVPR 2021)
7 2022.10.13 김찬란 link NeRF at ECCV 2022 preview
8 2022.10.20 박정현 link pixelNeRF: Neural Radiance Fields from One or Few Images (CVPR 2021)
9 2022.10.27 신동원 link Nerfies: Deformable Neural Radiance Fields (ICCV 2021)
10 2022.11.03 박정현 link Block-NeRF: Scalable Large Scene Neural View Synthesis (CVPR 2022)
11 2022.11.10 김찬란 link Plenoxels: Radiance Fields without Neural Networks (CVPR 2022)
12 2022.11.17 신동원 link Instant NGP hands on tutorial
13 2022.11.24 박정현 link NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images (CVPR 2022)
14 2022.12.01 이인희 link Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields (ICCV 2021)
15 2022.12.15 김찬란 link InfoNeRF: Ray Entropy Minimizationfor Few-Shot Neural Volume Rendering (CVPR 2022)
16 2022.12.22 신동원 link D-NeRF: Neural Radiance Fields for Dynamic Scenes (CVPR 2021)
17 2023.01.05 토론 link RODIN, NeRF-SLAM
18 2023.01.12 박정현 link IBRNet: Learning Multi-View Image-Based Rendering (CVPR 2021)
19 2023.01.18 이인희 link Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains (NeurIPS 2020)
20 2023.01.26 토론 link COLMAP
21 2023.02.02 김선호 link BARF: Bundle-Adjusting Neural Radiance Fields (ICCV 2021)
22 2023.02.09 신동원 link NeRF-SLAM: Real-Time Dense Monocular SLAM with radiance Fields
23 2023.02.16 이인희 link NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction (NeurIPS 2021)
24 2023.02.23 토론 link Differentiable Rendering
25 2023.03.02 박정현 link Depth-supervised NeRF: Fewer Views and Faster Training for Free (CVPR 2022)
26 2023.03.09 김선호 link Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis (ICCV 2021)
27 2023.03.16 김찬란 link Compressing Volumetric Radiance Fields to 1 MB (CVPR 2023)
28 2023.03.23 박정현 link LERF: Language Embedded Radiance Fields
29 2023.03.30 토론 link 최신 동향 및 CVPR 2023 관련 토론
30 2023.04.06 이인희 link Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields (CVPR 2022)
31 2023.04.13 김선호 link FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization (CVPR 2023)
32 2023.04.20 김찬란 link Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
33 2023.04.27 토론 link 자유주제 토론
34 2023.05.11 박정현 link NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior
35 2023.05.18 김선호 link F2-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories (CVPR 2023)
36 2023.06.01 토론 link NeRF 개별 실습 결과 공유 및 실험 희망 환경 공유
37 2023.06.08 구승연 link NeRF-SR: High-Quality Neural Radiance Fields using Super-Sampling
38 2023.06.15 김도연 link DreamFusion: Text-to-3D using 2D Diffusion
39 2023.06.22 김찬란 link NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields
40 2023.06.29 토론 link 자유주제 토론
41 2023.07.06 박정현 link Removing Objects From Neural Radiance Fields
42 2023.07.13 김선호 link Accelerated Coordinate Encoding: Learning to Relocalize in Minutes using RGB and Poses (CVPR 2023)
43 2023.07.20 구승연 link ABLE-NeRF: Attention-Based Rendering with Learnable Embeddings for Neural Radiance Field
44 2023.07.27 김도연 link TensoRF: Tensorial Radiance Fields
45 2023.08.10 - - 자유주제 토론
46 2023.08.24 김찬란 link Reference-guided Controllable Inpainting of Neural Radiance Fields
47 2023.08.31 - - 자유주제 토론 - 오프라인 모임
48 2023.09.14 김선호 link BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects
49 2023.09.21 박정현 link Neuralangelo: High-Fidelity Neural Surface Reconstruction
50 2023.10.05 김도연 link 3D Gaussian Splatting for Real-Time Radiance Field Rendering
51 2023.10.12 구승연 link Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields
52 2023.10.19 김찬란 link 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
53 2023.10.26 박정현 link Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
54 2023.11.02 김선호 link surfing StreetSurf: Extending Multi-view Implicit Surface
55 2023.11.09 김도연 link DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
56 2023.11.16 구승연 link HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion
57 2023.11.23 김찬란 link L2G-NeRF: Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
58 2023.12.07 김선호 link CLNeRF: Continual Learning Meets NeRF
59 2023.12.14 구승연 link Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields
60 2023.12.21 김도연 link One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion
61 2024.02.22 - - 자유주제 토론
62 2024.02.29 김찬란 link Gaussian Splatting with NeRF-based Color and Opacity
63 2024.03.07 김선호 link COLMAP-Free 3D Gaussian Splatting
64 2024.03.14 김도연 link GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis
- 2024.03.14 전승진 link LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
65 2024.03.21 김건호 link SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
66 2024.03.28 김석민 link Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis
- 2024.03.28 강윤석 link VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction
67 2024.04.04 강창진 link GauStudio: A Modular Framework for 3D Gaussian Splatting and Beyond
- 2024.04.04 윤일승 link GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
68 2024.04.11 - - 자유주제 토론 - 오프라인 모임
69 2024.04.18 김찬란 link RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion
70 2024.04.25 박정현 link TripoSR: Fast 3D Object Reconstruction from a Single Image
- 2024.04.25 전승진 link DUSt3R: Geometric 3D Vision Made Easy
71 2024.05.02 김도연 link InstantSplat: Unbounded Sparse-view Pose-free Gaussian Splatting in 40 Seconds
- 2024.05.02 김건호 link Surface Reconstruction from Gaussian Splatting via Novel Stereo Views
72 2024.05.09 김선호 link FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
- 2024.05.09 김석민 link High-quality Surface Reconstruction using Gaussian Surfels
73 2024.05.16 강창진 link Compact 3D Gaussian Representation for Radiance Field
- 2024.05.16 윤일승 link Gaussian Splatting SLAM
74 2024.05.23 강윤석 link EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS
- 2024.05.23 - - 자유주제 토론 : 3DGS 서비스화 이슈
75 2024.05.30 김찬란 link CAT3D : Create Anything in 3D with Multi-View Diffusion Models
76 2024.06.06 김도연 link GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting
77 2024.06.13 김건호 link Tetrahedron Splatting for 3D Generation, NeurIPS 2024 submission
- 2024.06.13 김선호 link 2DGS: 2D Gaussian Splatting for Geometrically Accurate Radiance Fields
78 2024.06.20 강윤석 link CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians
79 2024.06.27 윤일승 link DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
- 2024.06.27 강창진 link LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching
80 2024.07.04 전승진 link 3D-HGS: 3D Half-Gaussian Splatting
- 2024.07.04 김석민 link Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels

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