Guoli Song
9 papers · 2015–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Computer Vision
(3)
Analysis
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms
(1)
Processing
(1)
Keywords
latent space
(2)
cross-modal retrieval
(2)
contrastive learning
(2)
semi-supervised learning
(2)
vision transformer
(2)
robust classification
(1)
expectation maximization
(1)
feature embedding
(1)
robust learning
(1)
non-linear mapping
(1)
out-of-distribution detection
(1)
semantic clustering
(1)
feature aggregation
(1)
multimodal data
(1)
concept discovery
(1)
gaussian process latent variable model
(1)
semi-supervised semantic segmentation
(1)
scene text
(1)
nuclear instance segmentation
(1)
pathological image
(1)
Papers
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
CVPR 2023
Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation
CVPR 2023
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning
CVPR 2023
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
NeurIPS 2022
Locality Guidance for Improving Vision Transformers on Tiny Datasets
ECCV 2022
ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval
CVPR 2022
CDNet: Centripetal Direction Network for Nuclear Instance Segmentation
ICCV 2021
Multimodal Gaussian Process Latent Variable Models With Harmonization
ICCV 2017
Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis
ICCV 2015