Pheng Ann Heng
7 papers · 2015–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) ⚡ Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(3)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
continual learning
(1)
semi-supervised learning
(1)
few-shot learning
(1)
domain generalization
(1)
domain adaptation
(1)
subspace analysis
(1)
uncertainty quantification
(1)
medical imaging
(1)
data augmentation
(1)
point cloud
(1)
incremental learning
(1)
hand pose estimation
(1)
geometric deep learning
(1)
outlier detection
(1)
covariance matrix
(1)
occlusion handling
(1)
label aggregation
(1)
gaussian noise
(1)
eigenvalue analysis
(1)
3d reconstruction
(1)
Papers
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning
AAAI 2024
DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems
AAAI 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification
AAAI 2024
PointPatchMix: Point Cloud Mixing with Patch Scoring
AAAI 2024
SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation
AAAI 2024
Learning to Aggregate Ordinal Labels by Maximizing Separating Width
ICML 2017
An Efficient Statistical Method for Image Noise Level Estimation
ICCV 2015