NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows

Last update: Dec 12, 2022

Related tags

Overview

NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows

This repo contains the code for the paper Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows (NeurIPS 2021). See the experiments folder for usage.

This code is derived from the nflows repo:

Conor Durkan, Artur Bekasov, Iain Murray, & George Papamakarios. (2020). nflows: normalizing flows in PyTorch (v0.14). Zenodo. https://doi.org/10.5281/zenodo.4296287

Owner

Layer6 Labs

Research repositories from Layer 6 AI.

GitHub Repository

Proximal Backpropagation - a neural network training algorithm that takes implicit instead of explicit gradient steps

Proximal Backpropagation Proximal Backpropagation (ProxProp) is a neural network training algorithm that takes implicit instead of explicit gradient s

40 Dec 17, 2022

Causal Influence Detection for Improving Efficiency in Reinforcement Learning

Causal Influence Detection for Improving Efficiency in Reinforcement Learning This repository contains the code release for the paper "Causal Influenc

21 Nov 29, 2022

Official code of "R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network."

R2RNet Official code of "R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network." Jiang Hai, Zhu Xuan, Ren Yang, Yutong Hao, Fengzhu

77 Dec 24, 2022

Advanced yabai wooting scripts

Yabai Wooting scripts Installation requirements Both https://github.com/xiamaz/python-yabai-client and https://github.com/xiamaz/python-wooting-rgb ne

3 Dec 31, 2021

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

Evolutionary Scale Modeling This repository contains code and pre-trained weights for Transformer protein language models from Facebook AI Research, i

1.6k Jan 09, 2023

YOLOv7 - Framework Beyond Detection

🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

3k Jan 01, 2023

A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning", CIKM-21

ANEMONE A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning", CIKM-21 Dependencies python==3.6.1 dgl==

30 Dec 14, 2022

GitHub repository for "Improving Video Generation for Multi-functional Applications"

Improving Video Generation for Multi-functional Applications GitHub repository for "Improving Video Generation for Multi-functional Applications" Pape

328 Dec 07, 2022

This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.

75 Dec 02, 2022

SPEAR: Semi suPErvised dAta progRamming

Semi-Supervised Data Programming for Data Efficient Machine Learning SPEAR is a library for data programming with semi-supervision. The package implem

91 Dec 06, 2022

Code for ICMI2020 and ICMI2021 papers: "Studying Person-Specific Pointing and Gaze Behavior for Multimodal Referencing of Outside Objects from a Moving Vehicle" and "ML-PersRef: A Machine Learning-based Personalized Multimodal Fusion Approach for Referencing Outside Objects From a Moving Vehicle"

ML-PersRef This repository has python code (in jupyter notebooks) for both of the following papers: ML-PersRef: A Machine Learning-based Personalized

3 Sep 04, 2022

Keyword spotting on Arm Cortex-M Microcontrollers

Keyword spotting for Microcontrollers This repository consists of the tensorflow models and training scripts used in the paper: Hello Edge: Keyword sp

1k Dec 30, 2022

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs Jiong Zhu, Yujun Yan, Lingxiao Zhao, Mark Heimann, Leman Akoglu,

70 Dec 18, 2022

Implementation of trRosetta and trDesign for Pytorch, made into a convenient package

trRosetta - Pytorch (wip) Implementation of trRosetta and trDesign for Pytorch, made into a convenient package

67 Dec 17, 2022

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

RTFM This repo contains the Pytorch implementation of our paper: Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Lear

242 Jan 08, 2023

NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows

Related tags

Overview

NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows

Owner

Layer6 Labs

Proximal Backpropagation - a neural network training algorithm that takes implicit instead of explicit gradient steps

Causal Influence Detection for Improving Efficiency in Reinforcement Learning

Official code of "R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network."

Advanced yabai wooting scripts

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

YOLOv7 - Framework Beyond Detection

A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning", CIKM-21

GitHub repository for "Improving Video Generation for Multi-functional Applications"

This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.

SPEAR: Semi suPErvised dAta progRamming

Code for ICMI2020 and ICMI2021 papers: "Studying Person-Specific Pointing and Gaze Behavior for Multimodal Referencing of Outside Objects from a Moving Vehicle" and "ML-PersRef: A Machine Learning-based Personalized Multimodal Fusion Approach for Referencing Outside Objects From a Moving Vehicle"

Keyword spotting on Arm Cortex-M Microcontrollers

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

Implementation of trRosetta and trDesign for Pytorch, made into a convenient package

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

Code-free deep segmentation for computational pathology

Trustworthy AI related projects

Pytorch implementation of the paper SPICE: Semantic Pseudo-labeling for Image Clustering

Contrastive Language-Image Pretraining

Temporal Knowledge Graph Reasoning Triggered by Memories