Language Guided Concept Bottleneck Models for Interpretable Continual Learning.
CoRR, March, 2025
Class Incremental Learning for Light-Weighted Networks.
IEEE Trans. Circuits Syst. Video Technol., December, 2024
Camera-Incremental Object Re-Identification With Identity Knowledge Evolution.
IEEE Trans. Multim., 2024
Few-shot Incremental Learning with Textual Knowledge Embedding by Visual-language Model.
Int. J. Softw. Informatics, 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning.
CoRR, 2024
SEP: Self-Enhanced Prompt Tuning for Visual-Language Model.
CoRR, 2024
Hierarchical Prompts for Rehearsal-free Continual Learning.
CoRR, 2024
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Self-Training for Class-Incremental Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Distilling GANs with Style-Mixed Triplets for X2I Translation with Limited Data.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Continually Learning Self-Supervised Representations with Projected Functional Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Semantic Drift Compensation for Class-Incremental Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Semantic representation: from color to deep embeddings.
PhD thesis, 2019
Learning Metrics From Teachers: Compact Networks for Image Embedding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Beyond Eleven Color Names for Image Understanding.
Mach. Vis. Appl., 2018
Weakly Supervised Domain-Specific Color Naming Based on Attention.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Suitability of Real-Time Image under Complicated Environment Based on Contourlet in SMN.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015