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08/25/2023
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation
The high prevalence of cardiovascular diseases (CVDs) calls for accessib...
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06/03/2023
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
Video self-supervised learning (VSSL) has made significant progress in r...
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11/25/2022
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning
We present XKD, a novel self-supervised framework to learn meaningful re...
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05/13/2022
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work
We introduce AVCAffe, the first Audio-Visual dataset consisting of Cogni...
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11/09/2021
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Temporal Synchronicity
We present CrissCross, a self-supervised framework for learning audio-vi...
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09/30/2020
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG
Electrocardiogram (ECG) is the electrical measurement of cardiac activit...
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02/04/2020
Self-supervised ECG Representation Learning for Emotion Recognition
We present a self-supervised deep multi-task learning framework for elec...
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10/14/2019
Self-supervised Learning for ECG-based Emotion Recognition
We present an electrocardiogram (ECG) -based emotion recognition system ...
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07/31/2019