Tom Sercu
15 papers · 2016–2022 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (36) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Triple Crown
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Topic Evolution
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Grand Slam
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Keyword Pioneer
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(7)
ποΈ
Keyword Collector
(80)
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Trend Setter
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Learning Types Β· Machine Learning
(6)
Architectures
(5)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Computer Vision
(3)
Mathematics & Optimization
(3)
Speech & Audio
(3)
Recognition
(3)
Healthcare & Medicine
(2)
Generation
(2)
Optimization
(2)
Keywords
generative adversarial network
(5)
integral probability metric
(4)
protein structure
(3)
protein language model
(3)
unsupervised learning
(2)
speech recognition
(2)
kernel methods
(2)
convolutional neural network
(2)
sequence training
(2)
long short-term memory
(2)
semi-supervised learning
(1)
self-supervised learning
(1)
batch normalization
(1)
text generation
(1)
adversarial learning
(1)
optimal transport
(1)
semantic alignment
(1)
laplacian regularization
(1)
contrastive learning
(1)
automatic speech recognition
(1)
Papers
Learning inverse folding from millions of predicted structures
ICML 2022
Improved Mutual Information Estimation
AAAI 2021
Language models enable zero-shot prediction of the effects of mutations on protein function
NeurIPS 2021
MSA Transformer
ICML 2021
Transformer protein language models are unsupervised structure learners
ICLR 2021
Adversarial Semantic Alignment for Improved Image Captions
CVPR 2019
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition
ICLR 2019
Sobolev Descent
AISTATS 2019
Sobolev Independence Criterion
NeurIPS 2019
Sobolev GAN
ICLR 2018
English Conversational Telephone Speech Recognition by Humans and Machines
Interspeech 2017
Fisher GAN
NeurIPS 2017
McGan: Mean and Covariance Feature Matching GAN
ICML 2017
Advances in Very Deep Convolutional Neural Networks for LVCSR
Interspeech 2016
The IBM 2016 English Conversational Telephone Speech Recognition System
Interspeech 2016