Dayan Guan
Nanyang Technological University
H-index: 20
Asia-Singapore
Top articles of Dayan Guan
Domain Adaptive LiDAR Point Cloud Segmentation via Density-Aware Self-Training
IEEE Transactions on Intelligent Transportation Systems
2024/4/23
Efficient Test-Time Adaptation of Vision-Language Models
arXiv preprint arXiv:2403.18293
2024/3/27
BenchLMM: Benchmarking cross-style visual capability of large multimodal models
2023/11
Domain Adaptive LiDAR Point Cloud Segmentation with 3D Spatial Consistency
IEEE Transactions on Multimedia
2023/11/28
Noise-Tolerant Unsupervised Adapter for Vision-Language Models
arXiv preprint arXiv:2309.14928
2023/9/26
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
2023
Unsupervised point cloud representation learning with deep neural networks: A survey
2023/3/29
Class-Independent Regularization for Learning with Noisy Labels
Proceedings of the AAAI Conference on Artificial Intelligence
2023/6/26
Temporality-guided Masked Image Consistency for Domain Adaptive Video Segmentation
2023/12/11
Masked Generative Adversarial Networks are Data-Efficient Generation Learners
2022/11
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds
Advances in Neural Information Processing Systems
2022/12/1
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision
European Conference on Computer Vision
2022/7/6
Transfer learning from synthetic to real lidar point cloud for semantic segmentation
Proceedings of the AAAI Conference on Artificial Intelligence
2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation
IEEE/CVF Conference on Computer Vision and Pattern Recognition
2022/6/21
Category contrast for unsupervised domain adaptation in visual tasks
IEEE/CVF Conference on Computer Vision and Pattern Recognition
2022/6/21
Multi-level adversarial network for domain adaptive semantic segmentation
Pattern Recognition
2022/3/1
Model adaptation: Historical contrastive learning for unsupervised domain adaptation without source data
Advances in Neural Information Processing Systems
2021/12/6
Semi-supervised domain adaptation via adaptive and progressive feature alignment
arXiv preprint arXiv:2106.02845
2021/6/5
FPS-Net: A convolutional fusion network for large-scale LiDAR point cloud segmentation
ISPRS Journal of Photogrammetry and Remote Sensing
2021/6/1
Uncertainty-aware unsupervised domain adaptation in object detection
IEEE Transactions on Multimedia
2021/5/24
