Update IMPLICIT-NEURAL-REPRESENTATION-AND-RENDERING.md

Author: zubair-irshad

docs/IMPLICIT-NEURAL-REPRESENTATION-AND-RENDERING.md

@@ -2,6 +2,10 @@
 
 There are several helpful introductions and paper collections on this topic: [[Awesome Neural Radiance Fields](https://github.com/yenchenlin/awesome-NeRF)], [[Awesome-Implicit-NeRF-Robotics](https://github.com/zubair-irshad/Awesome-Implicit-NeRF-Robotics)], [[NeRF Explosion 2020](https://dellaert.github.io/NeRF/)]. If you are interested in the combination of diffusion models and implicit neural representations (especially NeRFs), please refer to [this](https://github.com/weihaox/awesome-3D-aware-synthesis#3d-aware-diffusion-models) repo.
 
+**NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields.**<br>
+*Muhammad Zubair Irshad, Sergey Zakharov, Vitor Guizilini, Adrien Gaidon, Zsolt Kira, Rares Ambrus.*<br> 
+ECCV 2024. [[PDF](https://arxiv.org/pdf/2404.01300.pdf)] [[Project](https://nerf-mae.github.io/)] [[Code](https://github.com/zubair-irshad/NeRF-MAE)]
+
 **COLMAP-Free 3D Gaussian Splatting.**<br>
 *Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang.*<br> 
 CVPR 2024 (Highlight). [[PDF](http://arxiv.org/abs/2312.07504)] [[Project](https://oasisyang.github.io/colmap-free-3dgs)]
@@ -26,6 +30,10 @@ ICLR 2024. [[PDF](http://arxiv.org/abs/2305.03040)] [[Project](https://www.anjie
 *Jad Abou-Chakra, Feras Dayoub, Niko Sünderhauf.*<br> 
 WACV 2024. [[PDF](https://arxiv.org/abs/2211.04041)] [[Code](https://github.com/jc211/ParticleNeRF)]
 
+**FSD: Fast Self-Supervised Single RGB-D to Categorical 3D Objects.**<br>
+*Mayank Lunayach, Sergey Zakharov, Dian Chen, Rares Ambrus, Zsolt Kira, Muhammad Zubair Irshad.*<br> 
+ICRA 2024. [[PDF](https://arxiv.org/pdf/2310.12974.pdf)] [[Project](https://fsd6d.github.io/)]
+
 **NeRF Revisited: Fixing Quadrature Instability in Volume Rendering.**<br>
 *Mikaela Angelina Uy, Kiyohiro Nakayama, Guandao Yang, Rahul Krishna Thomas, Leonidas Guibas, Ke Li.*<br>
 NeurIPS 2023. [[PDF](https://arxiv.org/abs/2310.20685)] [[Project](https://pl-nerf.github.io/)]  [[Code](https://github.com/mikacuy/PL-NeRF)]
@@ -1523,4 +1531,4 @@ TOG 2019. [[PDF](https://arxiv.org/abs/1906.07751)] [[Code](https://github.com/f
 
 **Neural Scene Representation and Rendering.**<br>
 *[S M Ali Eslami](http://arkitus.com/research/), [Danilo Jimenez Rezende](https://danilorezende.com/), Frederic Besse, Fabio Viola, Ari S Morcos, Marta Garnelo, Avraham Ruderman, Andrei A Rusu, Ivo Danihelka, Karol Gregor, David P Reichert, Lars Buesing, Theophane Weber, Oriol Vinyals, Dan Rosenbaum, Neil Rabinowitz, Helen King, Chloe Hillier, Matt Botvinick, Daan Wierstra, Koray Kavukcuoglu, Demis Hassabis.*<br>
-Science 2018. [[PDF](https://www.science.org/doi/10.1126/science.aar6170)] [[Project](https://www.deepmind.com/blog/neural-scene-representation-and-rendering)] [[Data](https://github.com/deepmind/gqn-datasets)]
+Science 2018. [[PDF](https://www.science.org/doi/10.1126/science.aar6170)] [[Project](https://www.deepmind.com/blog/neural-scene-representation-and-rendering)] [[Data](https://github.com/deepmind/gqn-datasets)]