Tei-Wei Kuo
7 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(7)
Application Areas
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Domain-Specific
(1)
Optimization
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
model compression
(2)
attention mechanism
(2)
multiple instance learning
(2)
whole slide image
(2)
semi-supervised learning
(2)
natural language understanding
(1)
speech enhancement
(1)
bilevel optimization
(1)
knowledge graph embedding
(1)
hidden state
(1)
deep neural network
(1)
uncertainty estimation
(1)
edge computing
(1)
inference acceleration
(1)
out-of-domain generalization
(1)
adaptive compression
(1)
retrieval augmentation
(1)
knowledge-intensive task
(1)
resource constraint
(1)
ordered dropout
(1)
Papers
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
ICLR 2024
Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images
ICLR 2023
Retrieval-Augmented Multiple Instance Learning
NeurIPS 2023
PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding
AAAI 2021
Fully Nested Neural Network for Adaptive Compression and Quantization
IJCAI 2020
Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension
IJCAI 2020
IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network
Interspeech 2019