How to Learn a Domain Adaptive Event Simulator? ACM MM, 2021

Related tags

Deep LearningLETGAN
Overview

LETGAN

How to Learn a Domain Adaptive Event Simulator? ACM MM 2021


Running Environment:

pytorch=1.4, 1 NVIDIA-1080TI. More details can be found in paper.


Easy Start:

Download model(code:m0f2). and add the folder into the "Model" folder.

run command "python inference.py". Note that some configs should be prepared as esim_config_generator . before running.


Acknowledgement:

Some of our code is based on the implementation of event_cnn_minimal, and Event Contrast Maximization Library.


Citations:

Please remember to cite us if u find this useful : )

@article{2021,
  title={How to Learn a Domain Adaptive Event Simulator?},
  author={ Gu, D.  and  Li, J.  and  Zhang, Y.  and  TIan, Y.},
  year={2021},
}

License

Please check our License files.

Owner
CVTEAM
CVTEAM
Official Pytorch implementation of C3-GAN

Official pytorch implemenation of C3-GAN Contrastive Fine-grained Class Clustering via Generative Adversarial Networks [Paper] Authors: Yunji Kim, Jun

NAVER AI 114 Dec 02, 2022
Platform-agnostic AI Framework πŸ”₯

πŸ‡¬πŸ‡§ TensorLayerX is a multi-backend AI framework, which can run on almost all operation systems and AI hardwares, and support hybrid-framework progra

TensorLayer Community 171 Jan 06, 2023
Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)

Self-Supervised Models are Continual Learners This is the official repository for the paper: Self-Supervised Models are Continual Learners Enrico Fini

Enrico Fini 73 Dec 18, 2022
Simple Tensorflow implementation of "Adaptive Convolutions for Structure-Aware Style Transfer" (CVPR 2021)

AdaConv β€” Simple TensorFlow Implementation [Paper] : Adaptive Convolutions for Structure-Aware Style Transfer (CVPR 2021) Note This repository does no

Junho Kim 26 Nov 18, 2022
Perform zero-order Hankel Transform for an 1D array (float or real valued).

perform zero-order Hankel Transform for an 1D array (float or real valued). An discrete form of Parseval theorem is guaranteed. Suit for iterative problems.

1 Jan 17, 2022
Meshed-Memory Transformer for Image Captioning. CVPR 2020

MΒ²: Meshed-Memory Transformer This repository contains the reference code for the paper Meshed-Memory Transformer for Image Captioning (CVPR 2020). Pl

AImageLab 422 Dec 28, 2022
Deep Learning applied to Integral data analysis

DeepIntegralCompton Deep Learning applied to Integral data analysis Module installation Move to the root directory of the project and execute : pip in

Thomas Vuillaume 1 Dec 10, 2021
😊 Python module for face feature changing

PyWarping Python module for face feature changing Installation pip install pywarping If you get an error: No such file or directory: 'cmake': 'cmake',

Dopevog 10 Sep 10, 2021
Graph Convolutional Networks for Temporal Action Localization (ICCV2019)

Graph Convolutional Networks for Temporal Action Localization This repo holds the codes and models for the PGCN framework presented on ICCV 2019 Graph

Runhao Zeng 318 Dec 06, 2022
Automatic self-diagnosis program (python required)Automatic self-diagnosis program (python required)

auto-self-checker μžλ™μœΌλ‘œ μžκ°€μ§„λ‹¨ ν•΄μ£ΌλŠ” ν”„λ‘œκ·Έλž¨(python ν•„μš”) μ€‘μš” 이 ν”„λ‘œκ·Έλž¨μ΄ μ‹€ν–‰λ λ•Œμ—λŠ” μ ˆλŒ€λ‘œ λ§ˆμš°μŠ€ν¬μΈν„°λ₯Ό μ›€μ§μ΄κ±°λ‚˜ ν‚€λ³΄λ“œλ₯Ό κ±΄λ“œλ¦¬λ©΄ μ•ˆλœλ‹€(화면인식, λ§ˆμš°μŠ€ν¬μΈν„°λ‘œ 직접 클릭) μ‚¬μš©λ²• ν”„λ‘œκ·Έλž¨μ„ ꡬ동할 폴더 λ‚΄μ˜ cmdμ°½μ—μ„œ pip

1 Dec 30, 2021
Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Authors: Fan-yun Sun, Jordan Hoffm

Fan-Yun Sun 232 Dec 28, 2022
A PyTorch implementation of deep-learning-based registration

DiffuseMorph Implementation A PyTorch implementation of deep-learning-based registration. Requirements OS : Ubuntu / Windows Python 3.6 PyTorch 1.4.0

24 Jan 03, 2023
Agile SVG maker for python

Agile SVG Maker Need to draw hundreds of frames for a GIF? Need to change the style of all pictures in a PPT? Need to draw similar images with differe

SemiWaker 4 Sep 25, 2022
python library for invisible image watermark (blind image watermark)

invisible-watermark invisible-watermark is a python library and command line tool for creating invisible watermark over image.(aka. blink image waterm

Shield Mountain 572 Jan 07, 2023
EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering

MADE (Multi-Adapter Dataset Experts) This repository contains the implementation of MADE (Multi-adapter dataset experts), which is described in the pa

Princeton Natural Language Processing 68 Jul 18, 2022
Addition of pseudotorsion caclulation eta, theta, eta', and theta' to barnaba package

Addition to Original Barnaba Code: This is modified version of Barnaba package to calculate RNA pseudotorsion angles eta, theta, eta', and theta'. Ple

Mandar Kulkarni 1 Jan 11, 2022
Project page for our ICCV 2021 paper "The Way to my Heart is through Contrastive Learning"

The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video This is the official project page of our ICCV 2

36 Jan 06, 2023
CONditionals for Ordinal Regression and classification in PyTorch

CONDOR pytorch implementation for ordinal regression with deep neural networks. Documentation: https://GarrettJenkinson.github.io/condor_pytorch About

7 Jul 25, 2022
πŸ§‘β€πŸ”¬ verify your TEAL program by experiment and observation

Graviton - Testing TEAL with Dry Runs Tutorial Local Installation The following instructions assume that you have make available in your local environ

Algorand 18 Jan 03, 2023
Code repo for "FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation" (ICCV 2021)

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation (ICCV 2021) This repository contains the implementation of th

Yuhang Zang 21 Dec 17, 2022