Sercan Ö. Arik
8 papers · 2018–2026 · 5 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
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(4)
Core AI
(4)
Computer Vision
(2)
Architectures
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Speech & Audio
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
attention mechanism
(2)
interpretable machine learning
(2)
few-shot learning
(1)
probabilistic modeling
(1)
feature selection
(1)
prototype learning
(1)
self-supervised learning
(1)
mutual information
(1)
nonparametric modeling
(1)
knowledge distillation
(1)
speech synthesis
(1)
noisy label learning
(1)
model interpretability
(1)
time series
(1)
image generation
(1)
label noise
(1)
quantile regression
(1)
time series forecasting
(1)
vision transformer
(1)
representation learning
(1)
Papers
VISTA: A Test-Time Self-Improving Video Generation Agent
CVPR 2026
Neural Spline Search for Quantile Probabilistic Modeling
AAAI 2023
Decoupling Local and Global Representations of Time Series
AISTATS 2022
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding
AAAI 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