Automatic Semantic Labelling of Images by Their Content Using Non-Parametric Bayesian Machine Learning and Image Search Using Synthetically Generated Image Collages. - Michael Niemeyer; Ognjen Arandjelovic (DSAA, 2018)

Occupancy Networks: Learning 3D Reconstruction in Function Space. - Lars M. Mescheder; Michael Oechsle; Michael Niemeyer; Sebastian Nowozin; Andreas Geiger 001 (CVPR, 2019)

Occupancy Flow: 4D Reconstruction by Learning Particle Dynamics. - Michael Niemeyer; Lars M. Mescheder; Michael Oechsle; Andreas Geiger 001 (ICCV, 2019)

Texture Fields: Learning Texture Representations in Function Space. - Michael Oechsle; Lars M. Mescheder; Michael Niemeyer; Thilo Strauss; Andreas Geiger 001 (ICCV, 2019)

Learning Implicit Surface Light Fields. - Michael Oechsle; Michael Niemeyer; Christian Reiser; Lars M. Mescheder; Thilo Strauss; Andreas Geiger 001 (3DV, 2020)

Differentiable Volumetric Rendering: Learning Implicit 3D Representations Without 3D Supervision. - Michael Niemeyer; Lars M. Mescheder; Michael Oechsle; Andreas Geiger 001 (CVPR, 2020)

Convolutional Occupancy Networks. - Songyou Peng; Michael Niemeyer; Lars M. Mescheder; Marc Pollefeys; Andreas Geiger 001 (ECCV (3), 2020)

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis. - Katja Schwarz; Yiyi Liao; Michael Niemeyer; Andreas Geiger 001 (NeurIPS, 2020)

Learning Implicit Surface Light Fields. - Michael Oechsle; Michael Niemeyer; Lars M. Mescheder; Thilo Strauss; Andreas Geiger 001 (CoRR, 2020)

CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields. - Michael Niemeyer; Andreas Geiger 001 (3DV, 2021)

GIRAFFE: Representing Scenes As Compositional Generative Neural Feature Fields. - Michael Niemeyer; Andreas Geiger 001 (CVPR, 2021)

Shape As Points: A Differentiable Poisson Solver. - Songyou Peng; Chiyu Jiang 001; Yiyi Liao; Michael Niemeyer; Marc Pollefeys; Andreas Geiger 001 (NeurIPS, 2021)

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs. - Michael Niemeyer; Jonathan T. Barron; Ben Mildenhall; Mehdi S. M. Sajjadi; Andreas Geiger 001; Noha Radwan (CVPR, 2022)

VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids. - Katja Schwarz; Axel Sauer; Michael Niemeyer; Yiyi Liao; Andreas Geiger 001 (NeurIPS, 2022)

MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction. - Zehao Yu 002; Songyou Peng; Michael Niemeyer; Torsten Sattler; Andreas Geiger 001 (NeurIPS, 2022)

DreamBooth3D: Subject-Driven Text-to-3D Generation. - Amit Raj; Srinivas Kaza; Ben Poole; Michael Niemeyer; Nataniel Ruiz; Ben Mildenhall; Shiran Zada; Kfir Aberman; Michael Rubinstein; Jonathan T. Barron; Yuanzhen Li; Varun Jampani (ICCV, 2023)

Neural Scene Representations for 3D Reconstruction and Generative Modeling - Michael Niemeyer (2023)

NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes. - Marie-Julie Rakotosaona; Fabian Manhardt; Diego Martín Arroyo; Michael Niemeyer; Abhijit Kundu; Federico Tombari (3DV, 2024)

TextMesh: Generation of Realistic 3D Meshes From Text Prompts. - Christina Tsalicoglou; Fabian Manhardt; Alessio Tonioni; Michael Niemeyer; Federico Tombari (3DV, 2024)

OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views. - Francis Engelmann; Fabian Manhardt; Michael Niemeyer; Keisuke Tateno; Federico Tombari (ICLR, 2024)

DNS-SLAM: Dense Neural Semantic-Informed SLAM. - Kunyi Li; Michael Niemeyer; Nassir Navab; Federico Tombari (IROS, 2024)

UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections. - Fangjinhua Wang; Marie-Julie Rakotosaona; Michael Niemeyer; Richard Szeliski; Marc Pollefeys; Federico Tombari (NeurIPS, 2024)

InseRF: Text-Driven Generative Object Insertion in Neural 3D Scenes. - Mohamad Shahbazi; Liesbeth Claessens; Michael Niemeyer; Edo Collins; Alessio Tonioni; Luc Van Gool; Federico Tombari (CoRR, 2024)

OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views. - Francis Engelmann; Fabian Manhardt; Michael Niemeyer; Keisuke Tateno; Marc Pollefeys; Federico Tombari (CoRR, 2024)

Splat-SLAM: Globally Optimized RGB-only SLAM with 3D Gaussians. - Erik Sandström; Keisuke Tateno; Michael Oechsle; Michael Niemeyer; Luc Van Gool; Martin R. Oswald; Federico Tombari (CoRR, 2024)

Evolutive Rendering Models. - Fangneng Zhan; Hanxue Liang; Yifan Wang 011; Michael Niemeyer; Michael Oechsle; Adam Kortylewski; Cengiz Öztireli; Gordon Wetzstein; Christian Theobalt (CoRR, 2024)

G2SDF: Surface Reconstruction from Explicit Gaussians with Implicit SDFs. - Kunyi Li; Michael Niemeyer; Zeyu Chen; Nassir Navab; Federico Tombari (CoRR, 2024)

SuperGSeg: Open-Vocabulary 3D Segmentation with Structured Super-Gaussians. - Siyun Liang; Sen Wang; Kunyi Li; Michael Niemeyer; Stefano Gasperini; Nassir Navab; Federico Tombari (CoRR, 2024)

NEWTON: Neural View-Centric Mapping for On-the-Fly Large-Scale SLAM. - Hidenobu Matsuki; Keisuke Tateno; Michael Niemeyer; Federico Tombari (IEEE Robotics Autom. Lett., 2024)

Recent Trends in 3D Reconstruction of General Non-Rigid Scenes. - Raza Yunus; Jan Eric Lenssen; Michael Niemeyer; Yiyi Liao; Christian Rupprecht 001; Christian Theobalt; Gerard Pons-Moll; Jia-Bin Huang; Vladislav Golyanik; Eddy Ilg (Comput. Graph. Forum, 2024)

RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real- Time Rendering with 900+ FPS. - Michael Niemeyer; Fabian Manhardt; Marie-Julie Rakotosaona; Michael Oechsle; Daniel Duckworth; Rama Gosula; Keisuke Tateno; John Bates; Dominik Kaeser; Federico Tombari (3DV, 2025)

Gaussians-to-Life: Text-Driven Animation of 3D Gaussian Splatting Scenes. - Thomas Wimmer 001; Michael Oechsle; Michael Niemeyer; Federico Tombari (3DV, 2025)

Splat-SLAM: Globally Optimized RGB-only SLAM with 3D Gaussians. - Erik Sandström; Ganlin Zhang; Keisuke Tateno; Michael Oechsle; Michael Niemeyer; Youmin Zhang 008; Manthan Patel; Luc Van Gool; Martin R. Oswald; Federico Tombari (CVPR Workshops, 2025)

SplatVoxel: History-Aware Novel View Streaming without Temporal Training. - Yiming Wang; Lucy Chai; Xuan Luo; Michael Niemeyer; Manuel Lagunas; Stephen Lombardi; Siyu Tang; Tiancheng Sun (CoRR, 2025)

LODGE: Level-of-Detail Large-Scale Gaussian Splatting with Efficient Rendering. - Jonas Kulhanek; Marie-Julie Rakotosaona; Fabian Manhardt; Christina Tsalicoglou; Michael Niemeyer; Torsten Sattler; Songyou Peng; Federico Tombari (CoRR, 2025)

Masks make discriminative models great again! - Tianshi Cao; Marie-Julie Rakotosaona; Ben Poole; Federico Tombari; Michael Niemeyer (CoRR, 2025)

GALA: Guided Attention with Language Alignment for Open Vocabulary Gaussian Splatting. - Elena Alegret; Kunyi Li; Sen Wang; Siyun Liang; Michael Niemeyer; Stefano Gasperini; Nassir Navab; Federico Tombari (CoRR, 2025)