Ming-Ching Chang
17 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Conference Pioneer
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Deep Learning
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Computer Vision
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Machine Learning
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anomaly detection
(4)
media forensics
(2)
image manipulation detection
(2)
few-shot learning
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generative model
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attention mechanism
(1)
multi-task learning
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reinforcement learning
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feature extraction
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video understanding
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similarity learning
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style transfer
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vision transformer
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multimodal learning
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3d vision
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transfer learning
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model architecture
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feature embedding
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feature matching
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image generation
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Papers
FAVE: A Structured Benchmark for Fine-Grained Audio-Visual Temporal Evaluation in Multimodal LLMs
CVPR 2026
How Bias Binds: Measuring Hidden Associations for Bias Control in Text-to-Image Compositions
AAAI 2026
PatchEAD: Unifying Industrial Visual Prompting Frameworks for Patch-Exclusive Anomaly Detection
WACV 2026
A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations using Semantic Significance
WACV 2025
E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS
AAAI 2025
RLMiniStyler: Light-weight RL Style Agent for Arbitrary Sequential Neural Style Generation
IJCAI 2025
Training-Free Image Manipulation Localization Using Diffusion Models
AAAI 2025
Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis
WACV 2025
A New Benchmark and Model for Challenging Image Manipulation Detection
AAAI 2024
Image Manipulation Detection With Implicit Neural Representation and Limited Supervision
ECCV 2024
MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
NeurIPS 2024
Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention
AAAI 2024
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking
AAAI 2024
Instance Contour Adjustment via Structure-Driven CNN
ECCV 2022
3D Single-Person Concurrent Activity Detection Using Stacked Relation Network
AAAI 2020
Multi-Scale Structure-Aware Network for Human Pose Estimation
ECCV 2018
Adaptive RNN Tree for Large-Scale Human Action Recognition
ICCV 2017