# 3D reconstruction and neural rendering

7,141 papers in 15 research directions. Data through 19 Oct 2026.
HTML: https://mlsanity.com/recon3d/

## Directions (largest first)

- [3D Gaussian splatting methods](https://mlsanity.com/recon3d/3d-gaussian-splatting-methods/index.md): 1,694 papers, 2 new this week
- [Neural radiance field methods](https://mlsanity.com/recon3d/neural-radiance-field-methods/index.md): 1,274 papers, 0 new this week
- [Sparse-input reconstruction](https://mlsanity.com/recon3d/sparse-input-reconstruction/index.md): 883 papers, 0 new this week
- [SLAM and driving scene reconstruction](https://mlsanity.com/recon3d/slam-and-driving-scene-reconstruction/index.md): 576 papers, 0 new this week
- [Semantic 3D scene understanding and robotics](https://mlsanity.com/recon3d/semantic-3d-scene-understanding-and-robotics/index.md): 527 papers, 0 new this week
- [Avatars](https://mlsanity.com/recon3d/avatars/index.md): 473 papers, 0 new this week
- [Neural surface reconstruction](https://mlsanity.com/recon3d/neural-surface-reconstruction/index.md): 446 papers, 0 new this week
- [Dynamic scene reconstruction](https://mlsanity.com/recon3d/dynamic-scene-reconstruction/index.md): 417 papers, 0 new this week
- [Text-to-3D generation](https://mlsanity.com/recon3d/text-to-3d-generation/index.md): 268 papers, 0 new this week
- [Multi-view stereo and depth estimation](https://mlsanity.com/recon3d/multi-view-stereo-and-depth-estimation/index.md): 195 papers, 0 new this week
- [Endoscopic and medical 3D reconstruction](https://mlsanity.com/recon3d/endoscopic-and-medical-3d-reconstruction/index.md): 189 papers, 0 new this week
- [Underwater scene reconstruction](https://mlsanity.com/recon3d/underwater-scene-reconstruction/index.md): 68 papers, 0 new this week
- [3D scene stylization](https://mlsanity.com/recon3d/3d-scene-stylization/index.md): 64 papers, 1 new this week
- [Plant and agricultural 3D reconstruction](https://mlsanity.com/recon3d/plant-and-agricultural-3d-reconstruction/index.md): 38 papers, 0 new this week
- [3D watermarking and steganography](https://mlsanity.com/recon3d/3d-watermarking-and-steganography/index.md): 29 papers, 0 new this week