Mingjin Zhang
14 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (71)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(10)
Deep Learning
(7)
Domain-Specific
(7)
Machine Learning
(6)
Analysis
(6)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(4)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Generation
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Models
(2)
Optimization & Theory
(1)
Keywords
infrared small target detection
(5)
state space model
(4)
hyperspectral image
(3)
attention mechanism
(2)
object detection
(2)
semantic segmentation
(2)
image restoration
(2)
image generation
(2)
multimodal learning
(2)
temporal modeling
(1)
optimal transport
(1)
feature learning
(1)
image fusion
(1)
data augmentation
(1)
noise suppression
(1)
semi-supervised learning
(1)
wavelet transform
(1)
image translation
(1)
synthetic aperture radar
(1)
image reconstruction
(1)
Papers
CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport
AAAI 2026
PhysIR-Splat: Physically Consistent Thermal Infrared Radiative Transfer in 3D Gaussian Splatting
CVPR 2026
S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning
AAAI 2026
IRMamba: Pixel Difference Mamba with Layer Restoration for Infrared Small Target Detection
AAAI 2025
MOCID: Motion Context and Displacement Information Learning for Moving Infrared Small Target Detection
AAAI 2025
Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging
IJCAI 2025
SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining
CVPR 2025
Semi-supervised Infrared Small Target Detection with Thermodynamic-Inspired Uneven Perturbation and Confidence Adaptation
AAAI 2025
IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning
AAAI 2024
IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection
ECCV 2024
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution
ICCV 2023
ISNet: Shape Matters for Infrared Small Target Detection
CVPR 2022
SAR-to-Optical Image Translation via Neural Partial Differential Equations
IJCAI 2022
Markov Random Neural Fields for Face Sketch Synthesis
IJCAI 2018