SAGNIKMJR

chat2map-official

[CVPR 2023] Code and datasets for 'Chat2Map Efficient Scene Mapping from Multi-Ego Conversations'

active-AV-dynamic-separation

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

BasicNAS_Reinforce

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

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

ego-AV-spatial-correspondence

[CVPR 2024] Code and datasets for 'Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos'

few-shot-rir

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

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_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_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

move2hear-active-AV-separation

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

SAGNIKMJR/few-shot-rir

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

SAGNIKMJR/move2hear-active-AV-separation

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

SAGNIKMJR/active-AV-dynamic-separation

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

SAGNIKMJR/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

SAGNIKMJR/ego-AV-spatial-correspondence

[CVPR 2024] Code and datasets for 'Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos'

SAGNIKMJR/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

SAGNIKMJR/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)

SAGNIKMJR/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)

SAGNIKMJR/autoweb

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

SAGNIKMJR/awesome-audio-visual

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

SAGNIKMJR/awesome-embodied-vision

Reading list for research topics in embodied vision

SAGNIKMJR/BiDAF-pytorch

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

SAGNIKMJR/Ego4d_TalkNet_ASD-1

SAGNIKMJR/habitat-api

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

SAGNIKMJR/habitat-sim

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

SAGNIKMJR/libMR

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

SAGNIKMJR/mae

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

SAGNIKMJR/miniwob-plusplus

MiniWoB++: a web interaction benchmark for reinforcement learning

SAGNIKMJR/nussl

A flexible source separation library in Python

SAGNIKMJR/OccupancyAnticipation

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

SAGNIKMJR/OCDVAE_ContinualLearning

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

SAGNIKMJR/plfa.github.io

An introduction to programming language theory in Agda

SAGNIKMJR/PyMLViz

Interactive machine learning algorithm visualisation using Python Jupyter notebooks

SAGNIKMJR/PyTorch-Basic-Correlated-Convolution-with-Stride

Standalone code for implementing basic correlated convolution in pytorch

SAGNIKMJR/Rethinking_CNN_Layerwise_Feature_Amounts

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

SAGNIKMJR/RGB-Depthify

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

SAGNIKMJR/sagnikmjr.github.io

Sagnik Majumder's portfolio github page

SAGNIKMJR/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.

SAGNIKMJR/soundspaces-challenge

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

SAGNIKMJR/wge

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