Papers

3D Deep Learning

• Cloud Transformers
• NeRF
• IBRNet
• PointNet

Generative Models

• Deep Unsupervised Learning using Nonequilibrium Thermodynamics
• Denoising Diffusion Probabilistic Models
• Generative Modeling by Estimating Gradients of the Data Distribution
• Improved Techniques for Training Score-Based Generative Models

Audio

• WaveGrad
• DiffWave

CV

• Faster R-CNN

Other

• Learned Initializations for Optimizing Coordinate-Based Neural Representations

Useful Stuff

• Lil'Log
• Introduction to GNNs
• Diffusion Models Talk Slides
• Diffusion Models Papers Report