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active-av-dynamic-separation

Code and datasets for 'Active Audio-Visual Separation of Dynamic Sound Sources' (ECCV 2022)

aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

architecturesearch_supervised_ae_qlearning_pytorch

Architecture search using unsupervised learning with symmetric auto-encoders and QLearning in PyTorch

autoencoder_musicreconstruction

Music Reconstruction using Symmetric Auto Encoders (can be used for denoising also)

autoweb

Final project in CS394R: Reinforcement Learning Theory and Practice at UT Austin

awesome-audio-visual

A curated list of different papers and datasets in various areas of audio-visual processing

awesome-embodied-vision

Reading list for research topics in embodied vision

basicnas_reinforce

Basic PyTorch Implementation of 'Neural Architecture Search with Reinforcement Learning' (https://arxiv.org/abs/1611.01578)

bidaf-pytorch

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

caffe

Caffe: a fast open framework for deep learning.

codebrim_metaqnn

Open-source code for Q-learning based architecture search for our paper: Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset

ego4d_talknet_asd-1

face-recognition-with-colorferet-and-lfw-using-vggnet-in-caffe

Face Recognition in Caffe using different VGGNet architectures on ColorFeret and LFW datasets

few-shot-rir

Code and datasets for 'Few-Shot Audio-Visual Learning of Environment Acoustics' (NeurIPS 2022)

habitat-api

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

handwrittendigitrecognition_elasticmatching_python

Official Code for 'Handwritten Digit Recognition 'Handwritten Digit Recognition by Elastic Matching' (http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=201&id=2862)

libmr

Library for Meta-Recognition and Weibull based calibration of SVM data.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

metaqnn_imageclassification_pytorch

Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Classification

metaqnn_imagegenerationgan_discriminatorfixed_pytorch

Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Generation with GAN where the Discriminator network is fixed and same as that in the infoGAN paper (https://arxiv.org/abs/1606.03657)

metaqnn_imagegenerationvcae_pytorch

Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Generation with Asymmetric Variational Autoencoders

miniwob-plusplus

MiniWoB++: a web interaction benchmark for reinforcement learning

move2hear-active-av-separation

Code and datasets for 'Move2Hear: Active Audio-Visual Source Separation' (ICCV 2021)

nussl

A flexible source separation library in Python

occupancyanticipation

This repository contains code for our publication "Occupancy Anticipation for Efficient Exploration and Navigation" in ECCV 2020.

ocdvae_continuallearning

Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

plfa.github.io

An introduction to programming language theory in Agda

pymlviz

Interactive machine learning algorithm visualisation using Python Jupyter notebooks