Junping Zhang
17 papers · 2013–2026 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(16)
Computer Vision
(8)
Deep Learning
(7)
Application Areas
(7)
Core Methods
(7)
Artificial Intelligence
(6)
Learning Types Β· Machine Learning
(5)
Analysis
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Generation
(3)
Models
(3)
Optimization & Theory
(3)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Keywords
knowledge distillation
(3)
representation learning
(3)
self-supervised learning
(2)
contrastive learning
(2)
multi-task learning
(2)
attention mechanism
(2)
image reconstruction
(2)
catastrophic forgetting
(1)
continual learning
(1)
image classification
(1)
few-shot learning
(1)
online learning
(1)
domain adaptation
(1)
feature extraction
(1)
semi-supervised learning
(1)
noisy label learning
(1)
optimal transport
(1)
semantic segmentation
(1)
prototype learning
(1)
object detection
(1)
Papers
MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification
AAAI 2026
UniAPO: Unified Multimodal Automated Prompt Optimization
AAAI 2026
PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering
ICML 2025
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
NeurIPS 2024
Point Segment and Count: A Generalized Framework for Object Counting
CVPR 2024
Adaptive Nonlinear Latent Transformation for Conditional Face Editing
ICCV 2023
From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm
CVPR 2023
Learning to Distill Global Representation for Sparse-View CT
ICCV 2023
LICO: Explainable Models with Language-Image COnsistency
NeurIPS 2023
Online Prototype Learning for Online Continual Learning
ICCV 2023
Twin Contrastive Learning With Noisy Labels
CVPR 2023
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows
IJCAI 2021
Private Image Reconstruction from System Side Channels Using Generative Models
ICLR 2021
Self-boosting for Feature Distillation
IJCAI 2021
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework
CVPR 2021
GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition
AAAI 2019
Canonical Correlation Analysis based on Hilbert-Schmidt Independence Criterion and Centered Kernel Target Alignment
ICML 2013