Pengcheng Shi
13 papers · 2013–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(42)
π₯
Mega-Team
(125)
π₯
Unstoppable
(6)
π
Century Club
(13)
π
Conference Pioneer
β
The Questioner
(2)
ποΈ
Keyword Collector
(67)
π
Trend Setter
Conferences
CVPR (3)
AISTATS (2)
ICCV (2)
NIPS (2)
AAAI (1)
COLING (1)
ECCV (1)
MICCAI (1)
Top co-authors
Keywords
medical image segmentation
(3)
medical imaging
(2)
interactive segmentation
(2)
point cloud registration
(2)
multi-task learning
(1)
bayesian nonparametrics
(1)
image segmentation
(1)
domain generalization
(1)
semi-supervised learning
(1)
transfer learning
(1)
bayesian inference
(1)
decision making
(1)
graph matching
(1)
policy optimization
(1)
uncertainty quantification
(1)
probabilistic modeling
(1)
data augmentation
(1)
in-context learning
(1)
multimodal learning
(1)
benchmark evaluation
(1)
Papers
HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration
CVPR 2025
Neuroverse3D: Developing In-Context Learning Universal Model for Neuroimaging in 3D
ICCV 2025
TurboReg: TurboClique for Robust and Efficient Point Cloud Registration
ICCV 2025
ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency
ECCV 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Centerline Boundary Dice Loss for Vascular Segmentation
MICCAI 2024
Knowledge Acquisition for Human-In-The-Loop Image Captioning
AISTATS 2023
Why Is the Winner the Best?
CVPR 2023
Dual-Level Adaptive Information Filtering for Interactive Image Segmentation
AISTATS 2022
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation
AAAI 2021
Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains
NIPS 2020
Towards multimodal modeling of physiciansβ diagnostic confidence and self-awareness using medical narratives
COLING 2014
Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes
CVPR 2013