SAGNIKMJR

few-shot-rir

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

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

move2hear-active-AV-separation

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

active-AV-dynamic-separation

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

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

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

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)

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)

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

BiDAF-pytorch

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

Ego4d_TalkNet_ASD-1

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.

libMR

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

mae

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

miniwob-plusplus

MiniWoB++: a web interaction benchmark for reinforcement learning

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

PyTorch-Basic-Correlated-Convolution-with-Stride

Standalone code for implementing basic correlated convolution in pytorch

Rethinking_CNN_Layerwise_Feature_Amounts

PyTorch implementation of our paper "Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures"

RGB-Depthify

Simple, locally-running web app for generating depth maps using machine learning.

sagnikmjr.github.io

Sagnik Majumder's portfolio github page

sound-spaces

A first-of-its-kind acoustic simulation platform for audio-visual embodied AI research. It supports training and evaluating multiple tasks and applications.

soundspaces-challenge

Starter code for SoundSpaces challenge at CVPR 21's Embodied AI workshop

wge

Workflow-Guided Exploration: sample-efficient RL agent for web tasks