Yiming Xiao
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(21)
🚀
Conference Pioneer
🌈
Renaissance Researcher
(7)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Models
(4)
Computer Vision
(3)
Domain-Specific
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
vision-language model
(3)
medical imaging
(2)
catastrophic forgetting
(1)
few-shot learning
(1)
domain generalization
(1)
domain adaptation
(1)
self-supervised learning
(1)
knowledge distillation
(1)
speech processing
(1)
information retrieval
(1)
medical image segmentation
(1)
prompt learning
(1)
speech enhancement
(1)
medical image classification
(1)
benchmark dataset
(1)
low-rank adaptation
(1)
mixture of expert
(1)
predictive uncertainty
(1)
cross-modal attention
(1)
retrieval model
(1)
Papers
MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation
CVPR 2026
Sparse Spectral LoRA: Routed Experts for Medical VLMs
CVPR 2026
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
CVPR 2025
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization
ICCV 2025
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
EMNLP 2025
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths
MICCAI 2024
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation
MICCAI 2024
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications
Interspeech 2022