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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...
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01/04/2023
Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations
Can conversational videos captured from multiple egocentric viewpoints r...
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06/08/2022
Few-Shot Audio-Visual Learning of Environment Acoustics
Room impulse response (RIR) functions capture how the surrounding physic...
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02/02/2022
Active Audio-Visual Separation of Dynamic Sound Sources
We explore active audio-visual separation for dynamic sound sources, whe...
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05/15/2021
Move2Hear: Active Audio-Visual Source Separation
We introduce the active audio-visual source separation problem, where an...
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02/05/2021
Model Agnostic Answer Reranking System for Adversarial Question Answering
While numerous methods have been proposed as defenses against adversaria...
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08/21/2020
Learning to Set Waypoints for Audio-Visual Navigation
In audio-visual navigation, an agent intelligently travels through a com...
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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...
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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...
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12/14/2018
Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures
We characterize convolutional neural networks with respect to the relati...
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07/24/2018
