Pytorch implementation for "Implicit Semantic Response Alignment for Partial Domain Adaptation"

Last update: Dec 19, 2022

Overview

Implicit-Semantic-Response-Alignment

Pytorch implementation for "Implicit Semantic Response Alignment for Partial Domain Adaptation"

Prerequisites

python == 3.6.8
pytorch ==1.1.0
orchvision == 0.3.0
numpy, scipy, PIL, argparse, tqdm, pandas

Framework

Datasets

The datasets are set up with the same data protocol as PADA. Please download Office31, Office-Home and ImageNet-Caltech datasets and change the path in the image list files (*.txt) in the './data/' directory.

Running

Run the code for PDA on Office-Home for Task (A -> C)

python run_partial_new.py --s 0 --t 1 --dset office_home --net ResNet50 --cot_weight 1. --output run1 --gpu_id 0 --rcwt 1. --alwt 1. --fdim 512 --edim 256 --seed 2019

Acknowledgement

This project is built on the open-source implementation BA3US

Owner

GitHub Repository

Dilated RNNs in pytorch

PyTorch Dilated Recurrent Neural Networks PyTorch implementation of Dilated Recurrent Neural Networks (DilatedRNN). Getting Started Installation: $ pi

200 Nov 17, 2022

Adversarial-Information-Bottleneck - Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck (NeurIPS21)

NeurIPS 2021 Title: Distilling Robust and Non-Robust Features in Adversarial Exa

35 Dec 26, 2022

StocksMA is a package to facilitate access to financial and economic data of Moroccan stocks.

Creating easier access to the Moroccan stock market data What is StocksMA ? StocksMA is a package to facilitate access to financial and economic data

28 Jan 04, 2023

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

DNA This repository provides the code of our paper: Blockwisely Supervised Neural Architecture Search with Knowledge Distillation. Illustration of DNA

215 Dec 19, 2022

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition, TPAMI 2021

DVG-Face: Dual Variational Generation for HFR This repo is a PyTorch implementation of DVG-Face: Dual Variational Generation for Heterogeneous Face Re

52 Dec 30, 2022

Framework to build and train RL algorithms

RayLink RayLink is a RL framework used to build and train RL algorithms. RayLink was used to build a RL framework, and tested in a large-scale multi-a

32 Oct 07, 2022

A numpy-based implementation of RANSAC for fundamental matrix and homography estimation. The degeneracy updating and local optimization components are included and optional.

Description A numpy-based implementation of RANSAC for fundamental matrix and homography estimation. The degeneracy updating and local optimization co

9 Nov 10, 2022

Parameterising Simulated Annealing for the Travelling Salesman Problem

55 Jun 15, 2022

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Bayesian Neural Networks Pytorch implementations for the following approximate inference methods: Bayes by Backprop Bayes by Backprop + Local Reparame

1.4k Jan 07, 2023

Collect super-resolution related papers, data, repositories

1.7k Jan 03, 2023

MBPO (paper: When to trust your model: Model-based policy optimization) in offline RL settings

offline-MBPO This repository contains the code of a version of model-based RL algorithm MBPO, which is modified to perform in offline RL settings Pape

1 Oct 24, 2021

The project of phase's key role in complex and real NN

Phase-in-NN This is the code for our project at Princeton (co-authors: Yuqi Nie, Hui Yuan). The paper title is: "Neural Network is heterogeneous: Phas

1 Nov 04, 2021

mlpack: a scalable C++ machine learning library --

4.2k Jan 09, 2023

Deep Learning (with PyTorch)

Deep Learning (with PyTorch) This notebook repository now has a companion website, where all the course material can be found in video and textual for

6.2k Jan 07, 2023

Unicorn can be used for performance analyses of highly configurable systems with causal reasoning

Unicorn can be used for performance analyses of highly configurable systems with causal reasoning. Users or developers can query Unicorn for a performance task.

27 Jan 05, 2023

Online Multi-Granularity Distillation for GAN Compression (ICCV2021)

Online Multi-Granularity Distillation for GAN Compression (ICCV2021) This repository contains the pytorch codes and trained models described in the IC

299 Dec 16, 2022

Official implementation for Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos

Multi-modal Interaction Graph Convolutioal Network for Temporal Language Localization in Videos Official implementation for Multi-Modal Interaction Gr

15 Oct 18, 2022

Pytorch implementation for "Implicit Semantic Response Alignment for Partial Domain Adaptation"

Related tags

Overview

Implicit-Semantic-Response-Alignment

Prerequisites

Framework

Datasets

Running

Acknowledgement

Owner

Dilated RNNs in pytorch

Adversarial-Information-Bottleneck - Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck (NeurIPS21)

StocksMA is a package to facilitate access to financial and economic data of Moroccan stocks.

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition, TPAMI 2021

Framework to build and train RL algorithms

A numpy-based implementation of RANSAC for fundamental matrix and homography estimation. The degeneracy updating and local optimization components are included and optional.

Parameterising Simulated Annealing for the Travelling Salesman Problem

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Collect super-resolution related papers, data, repositories

MBPO (paper: When to trust your model: Model-based policy optimization) in offline RL settings

The project of phase's key role in complex and real NN

mlpack: a scalable C++ machine learning library --

Deep Learning (with PyTorch)

Unicorn can be used for performance analyses of highly configurable systems with causal reasoning

Online Multi-Granularity Distillation for GAN Compression (ICCV2021)

Official implementation for Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos

This is a collection of our NAS and Vision Transformer work.

HyperDict - Self linked dictionary in Python

Few-shot NLP benchmark for unified, rigorous eval