Sebastian Cygert
10 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge
🔥
Unstoppable
(5)
💎
Century Club
(10)
⚡
Prolific Year
(6)
Conferences
ECCV (3)
INTERSPEECH (2)
EACL (1)
ICLR (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
class incremental learning
(2)
normalizing flow
(2)
continual learning
(2)
feature extraction
(1)
knowledge distillation
(1)
voice conversion
(1)
cross-lingual transfer
(1)
speaker embedding
(1)
acoustic modeling
(1)
covariance matrix
(1)
low-resource language
(1)
diffusion model
(1)
gaussian distribution
(1)
vision-language model
(1)
multimodal model
(1)
feature extractor
(1)
anti-collapse regularization
(1)
representation shift
(1)
automatic translation
(1)
prosody modeling
(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
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery
ECCV 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning
ECCV 2024
Divide and not forget: Ensemble of selectively trained experts in Continual Learning
ICLR 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
NIPS 2024
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning
WACV 2024
Revisiting Supervision for Continual Representation Learning
ECCV 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