Sercan Γ. Arik
7 papers · 2018–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(24)
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Conference Pioneer
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Trend Setter
Conferences
AAAI (3)
AISTATS (1)
CVPR (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
interpretable machine learning
(2)
vision transformer
(1)
few-shot learning
(1)
image generation
(1)
probabilistic modeling
(1)
feature selection
(1)
prototype learning
(1)
noisy label learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
model interpretability
(1)
time series
(1)
mutual information
(1)
label noise
(1)
quantile regression
(1)
stochastic process
(1)
classification accuracy
(1)
generative model
(1)
deep neural network
(1)
Papers
Neural Spline Search for Quantile Probabilistic Modeling
AAAI 2023
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding
AAAI 2022
Decoupling Local and Global Representations of Time Series
AISTATS 2022
TabNet: Attentive Interpretable Tabular Learning
AAAI 2021
Distilling Effective Supervision From Severe Label Noise
CVPR 2020
ProtoAttend: Attention-Based Prototypical Learning
JMLR 2020
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning
ICLR 2018