Siran Dai

According to our database, Siran Dai authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning.

Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Xilin Zhao, Qingming Huang

CoRR, March, 2026

Semantic Concentration for Self-Supervised Dense Representations Learning.

Peisong Wen, Qianqian Xu, Siran Dai, Runmin Cong, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models.

Zhiguang Lu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Bootstrapping Physics-Grounded Video Generation through VLM-Guided Iterative Self-Refinement.

Yang Liu, Xilin Zhao, Peisong Wen, Siran Dai, Qingming Huang

CoRR, November, 2025

Exploring Structural Degradation in Dense Representations for Self-supervised Learning.

Siran Dai, Qianqian Xu, Peisong Wen, Yang Liu, Qingming Huang

CoRR, October, 2025

Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling.

Siran Dai, Qianqian Xu, Peisong Wen, Yang Liu, Qingming Huang

CoRR, June, 2025

When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning.

Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Regularized Contrastive Partial Multi-view Outlier Detection.

Yijia Wang, Qianqian Xu, Yangbangyan Jiang, Siran Dai, Qingming Huang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval.

Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework.

Siran Dai, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023