Dan Oneata
15 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(74)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Deep Learning
(8)
Machine Learning
(8)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Computer Vision
(4)
Analysis
(4)
Speech & Audio
(3)
Application Areas
(3)
Core Methods
(3)
Processing
(3)
Natural Language Processing
(2)
Recognition
(2)
Interdisciplinary
(1)
Keywords
multimodal learning
(4)
representation learning
(3)
self-supervised learning
(3)
deepfake detection
(3)
data augmentation
(2)
fisher vector
(2)
audio deepfake detection
(2)
video classification
(2)
visually grounded speech
(2)
self-supervised representation
(2)
model robustness
(1)
speech recognition
(1)
cross-lingual transfer
(1)
image retrieval
(1)
action recognition
(1)
machine translation
(1)
automatic speech recognition
(1)
weakly supervised learning
(1)
logistic regression
(1)
visual grounding
(1)
Papers
Investigating Self-Supervised Representations for Audio-Visual Deepfake Detection
CVPR 2026
Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning
CVPR 2025
DeCLIP: Decoding CLIP Representations for Deepfake Localization
WACV 2025
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era
ACL 2025
TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes
Interspeech 2025
The mutual exclusivity bias of bilingual visually grounded speech models
Interspeech 2025
Unmasking real-world audio deepfakes: A data-centric approach
Interspeech 2025
Towards generalisable and calibrated audio deepfake detection with self-supervised representations
Interspeech 2024
Translating speech with just images
Interspeech 2024
Weakly-Supervised Deepfake Localization in Diffusion-Generated Images
WACV 2024
The SpeeD--ZevoTech submission at DISPLACE 2023
Interspeech 2023
Multilingual Multimodal Learning with Machine Translated Text
EMNLP 2022
Kite: Automatic Speech Recognition for Unmanned Aerial Vehicles
Interspeech 2019
Efficient Action Localization with Approximately Normalized Fisher Vectors
CVPR 2014
Action and Event Recognition with Fisher Vectors on a Compact Feature Set
ICCV 2013