Ngoc-Trung Tran
7 papers · 2018–2022 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird ❓ The Questioner
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Models
(4)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
generative adversarial network
(4)
mode collapse
(3)
image generation
(2)
manifold learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
neural machine translation
(1)
label smoothing
(1)
mutual information maximization
(1)
frequency analysis
(1)
image forensics
(1)
fourier spectrum
(1)
gradient matching
(1)
neighbor embedding
(1)
synthetic image detection
(1)
high frequency
(1)
minimax game
(1)
gan detection
(1)
cnn-generated image detection
(1)
spectral discrepancy
(1)
Papers
Discovering Transferable Forensic Features for CNN-Generated Images Detection
ECCV 2022
Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing?
ICML 2022
A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection
CVPR 2021
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning
WACV 2021
Improving GAN with Neighbors Embedding and Gradient Matching
AAAI 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
NeurIPS 2019
Dist-GAN: An Improved GAN using Distance Constraints
ECCV 2018