Model-Free Adversarial Purification via Coarse-To-Fine Tensor Network Representation.
CoRR, February, 2025
SeWA: Selective Weight Average via Probabilistic Masking.
CoRR, February, 2025
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models.
CoRR, January, 2025
Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model.
CoRR, January, 2025
nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation.
CoRR, January, 2025
Best Transition Matrix Esitimation or Best Label Noise Robustness Classifier? Two Possible Methods to Enhance the Performance of T-revision.
CoRR, January, 2025
Nonparametric tensor ring decomposition with scalable amortized inference.
Neural Networks, January, 2024
A Unified Analysis for Finite Weight Averaging.
CoRR, 2024
Robust Diffusion Models for Adversarial Purification.
CoRR, 2024
Generalization Analysis of Stochastic Weight Averaging with General Sampling.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Tighnari: Multi-modal Plant Species Prediction Based on Hierarchical Cross-Attention Using Graph-Based and Vision Backbone-Extracted Features.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
Efficient Nonparametric Tensor Decomposition for Binary and Count Data.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Undirected Probabilistic Model for Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Permutation Search of Tensor Network Structures via Local Sampling.
Proceedings of the International Conference on Machine Learning, 2022
Tensor Decomposition Via Core Tensor Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021
Bayesian Latent Factor Model for Higher-order Data.
Proceedings of the Asian Conference on Machine Learning, 2021