Lingyu Duan
12 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Grand Slam
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Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(63)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(7)
Learning Types Β· Deep Learning
(7)
Computer Vision
(6)
Analysis
(5)
Application Areas
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI Β· Artificial Intelligence
(3)
Domain-Specific
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI Β· Computer Vision
(1)
Keywords
object detection
(2)
semantic segmentation
(1)
domain generalization
(1)
adversarial learning
(1)
semi-supervised learning
(1)
multi-task learning
(1)
metric learning
(1)
uncertainty modeling
(1)
domain adaptation
(1)
image restoration
(1)
feature extraction
(1)
bayesian inference
(1)
embedding space
(1)
causal discovery
(1)
image classification
(1)
video enhancement
(1)
self-supervised learning
(1)
adversarial training
(1)
out-of-distribution generalization
(1)
representation learning
(1)
Papers
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
ICML 2025
Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression
ICLR 2025
A Unified Image Compression Method for Human Perception and Multiple Vision Tasks
ECCV 2024
Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images
AAAI 2024
Seeing Dark Videos via Self-Learned Bottleneck Neural Representation
AAAI 2024
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation
MICCAI 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models
NeurIPS 2024
Uncertainty Modeling for Out-of-Distribution Generalization
ICLR 2022
HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction
ECCV 2020
Exploring Object Relation in Mean Teacher for Cross-Domain Detection
CVPR 2019
Towards Accurate One-Stage Object Detection With AP-Loss
CVPR 2019
VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild
CVPR 2019