John Gideon
6 papers · 2016–2021 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Learning Paradigms Β· Machine Learning
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Research
(1)
Social
(1)
Techniques
(1)
Keywords
emotion recognition
(3)
transfer learning
(2)
contrastive learning
(2)
mood detection
(2)
knowledge transfer
(1)
speech processing
(1)
instance segmentation
(1)
speech analysis
(1)
speech acoustics
(1)
affective computing
(1)
speech classification
(1)
vision-language pre-training
(1)
physiological signal
(1)
cross-modal attention
(1)
remote photoplethysmography
(1)
mobile health
(1)
mental health prediction
(1)
progressive neural network
(1)
neural network fine-tuning
(1)
forgetting effect
(1)
Papers
LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision
ICCV 2021
The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video
ICCV 2021
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation
Interspeech 2019
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild
Interspeech 2018
Progressive Neural Networks for Transfer Learning in Emotion Recognition
Interspeech 2017
Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge
Interspeech 2016