Sagnik Majumder | DeepAI

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Featured Co-authors

Kristen Grauman
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Santhosh Kumar Ramakrishnan
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∙ 07/10/2023

Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos

We propose a self-supervised method for learning representations based o...

0 Sagnik Majumder, et al. ∙

∙ 01/04/2023

Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations

Can conversational videos captured from multiple egocentric viewpoints r...

0 Sagnik Majumder, et al. ∙

∙ 06/08/2022

Few-Shot Audio-Visual Learning of Environment Acoustics

Room impulse response (RIR) functions capture how the surrounding physic...

8 Sagnik Majumder, et al. ∙

∙ 02/02/2022

Active Audio-Visual Separation of Dynamic Sound Sources

We explore active audio-visual separation for dynamic sound sources, whe...

1 Sagnik Majumder, et al. ∙

∙ 05/15/2021

Move2Hear: Active Audio-Visual Source Separation

We introduce the active audio-visual source separation problem, where an...

6 Sagnik Majumder, et al. ∙

∙ 02/05/2021

Model Agnostic Answer Reranking System for Adversarial Question Answering

While numerous methods have been proposed as defenses against adversaria...

15 Sagnik Majumder, et al. ∙

∙ 08/21/2020

Learning to Set Waypoints for Audio-Visual Navigation

In audio-visual navigation, an agent intelligently travels through a com...

0 Changan Chen, et al. ∙

∙ 08/26/2019

Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?

We present an analysis of predictive uncertainty based out-of-distributi...

0 Martin Mundt, et al. ∙

∙ 05/28/2019

Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

We introduce a unified probabilistic approach for deep continual learnin...

0 Martin Mundt, et al. ∙

∙ 12/14/2018

Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures

We characterize convolutional neural networks with respect to the relati...

0 Martin Mundt, et al. ∙

∙ 07/24/2018

Handwritten Digit Recognition by Elastic Matching

A simple model of MNIST handwritten digit recognition is presented here....

0 Sagnik Majumder, et al. ∙

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