Sebastian Cygert
10 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Artificial Intelligence
(4)
Learning Types · Machine Learning
(4)
Core AI
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Speech & Audio
(2)
Application Areas
(2)
Learning Paradigms
(2)
Models
(2)
Synthesis
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Techniques
(1)
Keywords
continual learning
(4)
class-incremental learning
(3)
normalizing flow
(2)
gaussian distribution
(2)
model merging
(2)
pre-trained model
(2)
voice conversion
(1)
knowledge distillation
(1)
zero-shot learning
(1)
speaker embedding
(1)
acoustic modeling
(1)
covariance matrix
(1)
expert selection
(1)
low-resource language
(1)
mixture of expert
(1)
feature extraction
(1)
diffusion model
(1)
cross-lingual transfer
(1)
transfer learning
(1)
catastrophic forgetting
(1)
Papers
Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework
EACL 2026
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces
ICML 2025
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning
WACV 2024
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery
ECCV 2024
Divide and not forget: Ensemble of selectively trained experts in Continual Learning
ICLR 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning
ECCV 2024
Revisiting Supervision for Continual Representation Learning
ECCV 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
NeurIPS 2024
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech
Interspeech 2023
Creating New Voices using Normalizing Flows
Interspeech 2022