Tajana Rosing
11 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (6) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (37)
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Interdisciplinary Bridge
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Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Keyword Champion
(3)
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Conference Pioneer
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Keyword Collector
(53)
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Trend Setter
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Century Club
(11)
Conferences
AAAI (3)
IJCAI (2)
ACL (1)
ACML (1)
CVPR (1)
ECCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
hyperdimensional computing
(3)
transfer learning
(3)
model compression
(2)
continual learning
(2)
domain adaptation
(2)
image classification
(2)
convolutional neural network
(2)
episodic memory
(1)
kernel approximation
(1)
knowledge distillation
(1)
self-supervised learning
(1)
feature mapping
(1)
similarity learning
(1)
parameter sharing
(1)
information processing
(1)
computer vision
(1)
nystrΓΆm method
(1)
lifelong learning
(1)
classification accuracy
(1)
feature extraction
(1)
Papers
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the NystrΓΆm Method
AAAI 2025
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs
ACL 2025
Evolve: Enhancing Unsupervised Continual Learning With Multiple Experts
WACV 2024
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
ACML 2023
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract)
IJCAI 2023
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract)
IJCAI 2022
Improved Schemes for Episodic Memory-based Lifelong Learning
NIPS 2020
A Broader Study of Cross-Domain Few-Shot Learning
ECCV 2020
AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning
AAAI 2020
SpotTune: Transfer Learning Through Adaptive Fine-Tuning
CVPR 2019
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains
AAAI 2019