neurips-2019

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

Noise Conditional Score Networks (NeurIPS 2019, Oral)

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Neural Vanishing Point Scanning via Conic Convolution

Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.

(latest updates and bug fixed) DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

[NeurIPS 2019] Deep Set Prediction Networks

Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

This is the code repo of our NeurIPS2019 work that proposes novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.

Reusable BatchBALD implementation

This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

Code for paper "Adaptively Aligned Image Captioning via Adaptive Attention Time". NeurIPS 2019

Low-variance Black-box Gradient Estimates for the Plackett-Luce Distribution, AAAI 2020 and NeurIPS 2019 Bayesian Deep Learning Workshop

NeurIPS 2019: Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion