De-Chuan Zhan
Nanjing University
H-index: 30
Asia-China
Top articles of De-Chuan Zhan
Beyond probability partitions: Calibrating neural networks with semantic aware grouping
Advances in Neural Information Processing Systems
2024/2/13
Model spider: Learning to rank pre-trained models efficiently
Advances in Neural Information Processing Systems
2024/2/13
De-Chuan Zhan
H-Index: 15
Han-Jia Ye
H-Index: 9
Continual Learning with Pre-Trained Models: A Survey
arXiv preprint arXiv:2401.16386
2024/1/29
FlowGANAnomaly: Flow-Based Anomaly Network Intrusion Detection with Adversarial Learning
Chinese Journal of Electronics
2024/1/22
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification
2023/12/12
MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes
IEEE Transactions on Knowledge and Data Engineering
2024/4/24
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
arXiv preprint arXiv:2404.14197
2024/4/22
TV100: A TV Series Dataset that Pre-Trained CLIP Has Not Seen
arXiv preprint arXiv:2404.12407
2024/4/16
CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning
2024/4/14
SENSOR: Imitate Third-Person Expert's Behaviors via Active Sensoring
arXiv preprint arXiv:2404.03386
2024/4/4
DIDA: Denoised Imitation Learning based on Domain Adaptation
arXiv preprint arXiv:2404.03382
2024/4/4
Aligning model outputs for class imbalanced non-IID federated learning
Machine Learning
2024/4
Twice class bias correction for imbalanced semi-supervised learning
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Bridge the Modality and Capacity Gaps in Vision-Language Model Selection
arXiv preprint arXiv:2403.13797
2024/3/20
Expandable subspace ensemble for pre-trained model-based class-incremental learning
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2024/3/18
AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
arXiv preprint arXiv:2403.09976
2024/3/15
Few-shot class-incremental learning via training-free prototype calibration
Advances in Neural Information Processing Systems
2024/2/13
Deep class-incremental learning: A survey
arXiv preprint arXiv:2302.03648
2023/2/7
On pseudo-labeling for class-mismatch semi-supervised learning
arXiv preprint arXiv:2301.06010
2023/1/15
Self-motivated multi-agent exploration
arXiv preprint arXiv:2301.02083
2023/1/5
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