Archives
- 01 Jun PeRFception: Perception using Radiance Fields
- 01 Jun ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation
- 01 Sep Self-Calibrating Neural Radiance Fields
- 01 Jun Learning 3D Representations of Dynamic Environments from a Single Camera
- 27 May Ghost of 3D Perception: Permutation Invariance Matters? Convolutions are Permutation Invariant!
- 04 May Faster Neural Radiance Fields Inference
- 04 May Setting Class Attributes in Python
- 20 Apr Misconceptions about Memory and Good Documentation
- 23 Apr High-dimensional Convolutional Networks for Geometric Pattern Recognition
- 23 Apr Deep Global Registration
- 07 Apr High dimensional Convolutional Neural Networks for 3D Perception
- 28 Dec Pytorch Extension with a Makefile
- 25 Dec 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks
- 02 Mar Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings
- 10 Jan Short Note on Matrix Differentials and Backpropagation
- 05 Jan Regression vs. Classification: Distance and Divergence
- 04 Jan Data Processing Inequality and Unsurprising Implications
- 15 Dec Learning Gaussian Process Covariances
- 18 Aug DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image
- 01 Jun Weakly Supervised 3D Reconstruction with Manifold Constraint
- 23 Mar Expectation Maximization and Variational Inference (Part 2)
- 14 Mar Scene Graph Generation by Iterative Message Passing
- 14 Mar DESIRE: Deep Stochastic IOC RNN Encoder-decoder for Distant Future Prediction in Dynamic Scenes with Multiple Interacting Agents
- 05 Mar SegCloud: Segmantic Segmentation of 3D Point Clouds
- 26 Feb Expectation Maximization and Variational Inference (Part 1)
- 27 Dec Dirichlet Process Mixtures and Inference (Part 1)
- 26 Sep Universal Correspondence Network
- 23 Sep 3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
- 21 Jul Caffe Python Layer
- 12 Jun Gentle Introduction to Gaussian Process Regression
- 27 Apr Reading protobuf DB in Python
- 26 Mar Barycentric Coordinate for Surface Sampling
- 26 Feb Making a Caffe Layer
- 05 Feb Computing Neural Network Gradients
- 13 Jan Interesting Properties of Matrix Norms and Singular Values