Zhen Wang,Dacheng Tao.Continual Learning Through Retrieval and Imagination.:Association for the Advancement of Artificial Intelligence (AAAI) (Oral), 2022.
.Continual Learning with Lifelong Vision Transformer.:Computer Vision and Pattern Recognition (CVPR), 2022.
.Text-to-Image Synthesis based on ObjectGuided Joint-Decoding Transformer.:Computer Vision and Pattern Recognition (CVPR), 2022.
.Semantic Inference Network for Few-shot Streaming Label Learning.:IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2022.
.Balancing the Stability-Plasticity through Advanced Null Space in Continual Learning.:European Conference on Computer Vision (ECCV) (Oral), 2022.
.Generalized Watson Distribution on the Hypersphere, with Applications to Clustering.:Journal of Mathematical Imaging and Vision (JMIV), 2022.
.Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits.:Advances in Neural Information Processing Systems (NeurIPS) (Spotlight), 2022.
.Reject Decoding via LanguageVision Models for Text-to-Image Synthesis.:Association for the Advancement of Artificial Intelligence (AAAI)(Oral), 2023.
Liu Liu,Ji Liu,Dacheng Tao.Duality-free Methods for Stochastic Composition Optimization.:IEEE Transactions on Neural Networks and Learning Systems(T-NNLS),2018
,Dacheng Tao.The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization.:IEEE Transactions on Emerging Topics in Computational Intelligence, 2018.