Mingkai Zheng
10 papers · 2021–2023 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🤝 Dynamic Duo (10)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Learning Types · Machine Learning
(7)
Core Methods
(5)
Deep Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Analysis
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
representation learning
(5)
semi-supervised learning
(4)
self-supervised learning
(4)
contrastive learning
(3)
consistency regularization
(2)
image classification
(2)
semantic segmentation
(2)
neural architecture search
(1)
pseudo labeling
(1)
efficient computing
(1)
feature representation
(1)
message passing
(1)
weight sharing
(1)
diffusion model
(1)
gaussian distribution
(1)
convex combination
(1)
feature normalization
(1)
channel pruning
(1)
supernet training
(1)
semi-supervised semantic segmentation
(1)
Papers
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations
AAAI 2023
Knowledge Diffusion for Distillation
NeurIPS 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency
ICCV 2023
Green Hierarchical Vision Transformer for Masked Image Modeling
NeurIPS 2022
Learning Where To Learn in Cross-View Self-Supervised Learning
CVPR 2022
SimMatch: Semi-Supervised Learning With Similarity Matching
CVPR 2022
ViTAS: Vision Transformer Architecture Search
ECCV 2022
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets
ICML 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation
NeurIPS 2021
Weakly Supervised Contrastive Learning
ICCV 2021