Tomer Golany
7 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Core AI
(3)
Models
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Learning Paradigms
(1)
Keywords
generative adversarial network
(4)
ecg synthesis
(2)
ordinary differential equation
(2)
weakly supervised learning
(1)
data augmentation
(1)
speech synthesis
(1)
semantic analysis
(1)
video understanding
(1)
deep learning
(1)
random walk
(1)
diffusion model
(1)
dynamical system
(1)
temporal action segmentation
(1)
latent space
(1)
denoising diffusion model
(1)
semantic editing
(1)
text-to-speech synthesis
(1)
timestamp supervision
(1)
koopman operator
(1)
audio editing
(1)
Papers
On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models
ACL 2024
Random Walks for Temporal Action Segmentation With Timestamp Supervision
WACV 2024
12-Lead ECG Reconstruction via Koopman Operators
ICML 2021
ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning
AAAI 2021
Improving ECG Classification Using Generative Adversarial Networks
AAAI 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
ICML 2020
PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification
AAAI 2019