Slobodan Vucetic
18 papers · 2010–2025 · 11 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Full π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(83)
Venues
Top co-authors
Research topics
Machine Learning
(14)
Core Methods
(8)
Artificial Intelligence
(6)
Learning Types
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Optimization & Theory
(4)
Application Areas
(3)
Architectures
(3)
Mathematics & Optimization
(2)
Applications
(2)
Generation
(2)
Learning Paradigms
(2)
Optimization
(2)
Keywords
online learning
(3)
support vector machine
(3)
stochastic gradient descent
(3)
text simplification
(2)
word embedding
(2)
trajectory prediction
(2)
deep learning
(2)
weak supervision
(2)
radiology report
(2)
text classification
(2)
kernel function
(2)
kernel methods
(2)
topic modeling
(1)
information extraction
(1)
few-shot learning
(1)
data augmentation
(1)
natural language inference
(1)
zero-shot learning
(1)
stochastic optimization
(1)
sample complexity
(1)
Papers
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework
IJCAI 2025
Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification
ACL 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification
ACL 2024
Data Augmentation for Radiology Report Simplification
EACL 2023
OpenStance: Real-world Zero-shot Stance Detection
CoNLL 2022
A Visualization Approach for Rapid Labeling of Clinical Notes for Smoking Status Extraction
NAACL 2021
Multi-Modal Trajectory Prediction of NBA Players
WACV 2021
Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization
IJCAI 2021
Growing Adaptive Multi-hyperplane Machines
ICML 2020
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models
COLING 2020
Medical Concept Representation Learning from Multi-source Data
IJCAI 2019
Spatial Aggregation Facilitates Discovery of Spatial Topics
ACL 2019
Regular Expression Guided Entity Mention Mining from Noisy Web Data
EMNLP 2018
BudgetedSVM: A Toolbox for Scalable SVM Approximations
JMLR 2013
Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation
IJCAI 2013
Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments
IJCAI 2013
Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training
JMLR 2012
Online Passive-Aggressive Algorithms on a Budget
AISTATS 2010