Hsuan-Tien Lin
National Taiwan University
H-index: 34
Asia-Taiwan
Top articles of Hsuan-Tien Lin
Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis
2024
From SMOTE to Mixup for Deep Imbalanced Classification
2023/12/1
Hsuan-Tien Lin
H-Index: 22
CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference
arXiv e-prints
2023/10
Score-based Conditional Generation with Fewer Labeled Data by Self-calibrating Classifier Guidance
arXiv preprint arXiv:2307.04081
2023/7/9
Hsuan-Tien Lin
H-Index: 22
Re-Benchmarking Pool-Based Active Learning for Binary Classification
arXiv preprint arXiv:2306.08954
2023/6/15
Hsuan-Tien Lin
H-Index: 22
Reduction from complementary-label learning to probability estimates
2023/5/25
Hsuan-Tien Lin
H-Index: 22
Enhancing Label Sharing Efficiency in Complementary-Label Learning with Label Augmentation
arXiv preprint arXiv:2305.08344
2023/5/15
Gang Niu
H-Index: 23
Hsuan-Tien Lin
H-Index: 22
CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels
arXiv preprint arXiv:2305.08295
2023/5/15
Hsuan-Tien Lin
H-Index: 22
Learning key steps to attack deep reinforcement learning agents
Machine Learning
2023/5
Hsuan-Tien Lin
H-Index: 22
Semi-Supervised Domain Adaptation with Source Label Adaptation
2023
Hsuan-Tien Lin
H-Index: 22
Improving clustering uncertainty-weighted embeddings for active domain adaptation
2022/12/1
Hsuan-Tien Lin
H-Index: 22
Improving conditional score-based generation with calibrated classification and joint training
2022/11/29
Hsuan-Tien Lin
H-Index: 22
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection
arXiv preprint arXiv:2210.12231
2022/10/21
Cho-Jui Hsieh
H-Index: 46
Hsuan-Tien Lin
H-Index: 22
Accurate and Clear Quantitative Precipitation Nowcasting Based on a Deep Learning Model with Consecutive Attention and Rain-Map Discrimination
Artificial Intelligence for the Earth Systems
2022/7
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN
2022/7
A Unified View of cGANs with and without Classifiers
Advances in Neural Information Processing Systems
2021/12/6
Hsuan-Tien Lin
H-Index: 22
Improving Model Compatibility of Generative Adversarial Networks by Boundary Calibration
arXiv preprint arXiv:2111.02316
2021/11/3
Hsuan-Tien Lin
H-Index: 22
Active Refinement for Multi-Label Learning: A Pseudo-Label Approach
arXiv preprint arXiv:2109.14676
2021/9/29
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale Competition
2021/8/14
Hsuan-Tien Lin
H-Index: 22
Colin Raffel
H-Index: 29
Accurate and Clear Precipitation Nowcasting with Consecutive Attention and Rain-map Discrimination
arXiv preprint arXiv:2102.08175
2021/2/16
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