Yingda Xia
10 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (30)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(6)
π§¬
Topic Evolution
π₯
Mega-Team
(25)
π
Century Club
(10)
π
Conference Pioneer
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(51)
Conferences
CVPR (4)
ICCV (2)
ECCV (1)
MICCAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
image segmentation
(3)
medical imaging
(3)
medical image segmentation
(2)
contrastive learning
(1)
semantic segmentation
(1)
uncertainty quantification
(1)
zero-shot learning
(1)
vision transformer
(1)
feature learning
(1)
transfer learning
(1)
anomaly detection
(1)
feature extraction
(1)
self-supervised learning
(1)
object detection
(1)
semi-supervised learning
(1)
catastrophic forgetting
(1)
knowledge distillation
(1)
multi-modal learning
(1)
visual feature learning
(1)
transformer architecture
(1)
Papers
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation
MICCAI 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models
CVPR 2024
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
ICCV 2023
Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization
CVPR 2023
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning
CVPR 2022
Glance-and-Gaze Vision Transformer
NIPS 2021
3D semi-supervised learning with uncertainty-aware multi-view co-training
WACV 2020
Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation
ECCV 2020
An Alarm System for Segmentation Algorithm Based on Shape Model
ICCV 2019
Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
CVPR 2019