Samuel Thomas
30 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(24)
π€
Dynamic Duo
(13)
π§
Keyword Pioneer
π¬
Deep Specialist
(10)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Silver
β
The Questioner
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Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(136)
Top co-authors
Research topics
Machine Learning
(23)
Speech & Audio
(18)
Recognition
(18)
Deep Learning
(14)
Learning Types Β· Machine Learning
(14)
Application Areas
(13)
Artificial Intelligence
(9)
Computer Vision
(7)
Architectures
(7)
Core AI
(6)
Natural Language Processing
(5)
Learning Paradigms
(5)
Learning Types Β· Deep Learning
(5)
Processing
(5)
Techniques
(4)
Keywords
self-supervised learning
(6)
speech recognition
(6)
neural network
(4)
spoken language understanding
(4)
video retrieval
(4)
automatic speech recognition
(4)
low-resource language
(3)
convolutional neural network
(3)
cross-lingual transfer
(3)
zero-shot retrieval
(3)
multimodal learning
(3)
long short-term memory
(3)
acoustic model
(3)
knowledge distillation
(3)
contrastive learning
(3)
word error rate
(3)
domain adaptation
(3)
acoustic modeling
(2)
model compression
(2)
zero-shot learning
(2)
Papers
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment
CVPR 2025
What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
CVPR 2024
Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation
Interspeech 2024
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages
Interspeech 2023
ConvKT: Conversation-Level Knowledge Transfer for Context Aware End-to-End Spoken Language Understanding
Interspeech 2023
Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval
CVPR 2022
Extending RNN-T-based speech recognition systems with emotion and language classification
Interspeech 2022
Global RNN Transducer Models For Multi-dialect Speech Recognition
Interspeech 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems
Interspeech 2022
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos
Interspeech 2021
Cascaded Multilingual Audio-Visual Learning from Videos
Interspeech 2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems
Interspeech 2021
Knowledge Distillation Based Training of Universal ASR Source Models for Cross-Lingual Transfer
Interspeech 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos
ICCV 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs
Interspeech 2021
End-to-End Spoken Language Understanding Without Full Transcripts
Interspeech 2020
Implicit Transfer of Privileged Acoustic Information in a Generalized Knowledge Distillation Framework
Interspeech 2020
Resource-Adaptive Deep Learning for Visual Speech Recognition
Interspeech 2020
Transliteration Based Data Augmentation for Training Multilingual ASR Acoustic Models in Low Resource Settings
Interspeech 2020
Detection and Recovery of OOVs for Improved English Broadcast News Captioning
Interspeech 2019
Learning Speaker Aware Offsets for Speaker Adaptation of Neural Networks
Interspeech 2019
Data Augmentation Improves Recognition of Foreign Accented Speech
Interspeech 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models
Interspeech 2018
Efficient Knowledge Distillation from an Ensemble of Teachers
Interspeech 2017
English Conversational Telephone Speech Recognition by Humans and Machines
Interspeech 2017
An Investigation on the Use of i-Vectors for Robust ASR
Interspeech 2016
Domain Adaptation of CNN Based Acoustic Models Under Limited Resource Settings
Interspeech 2016
Multilingual Data Selection for Low Resource Speech Recognition
Interspeech 2016
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs
IJCAI 2015
Knowledge Compilation for Model Counting: Affine Decision Trees
IJCAI 2013