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Semantic alignment with self-supervision for class incremental learning.

, , , , , and . Knowl. Based Syst., (December 2023)

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Flexible few-shot class-incremental learning with prototype container., , , , , and . Neural Comput. Appl., 35 (15): 10875-10889 (May 2023)Learning to Capture the Query Distribution for Few-Shot Learning., , , , and . IEEE Trans. Circuits Syst. Video Technol., 32 (7): 4163-4173 (2022)Unsupervised cycle optimization learning for single-view depth and camera pose with Kalman filter., , , , and . Eng. Appl. Artif. Intell., (2021)WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation., , , and . ECCV (15), volume 13675 of Lecture Notes in Computer Science, page 1-17. Springer, (2022)Entropy-based hybrid sampling ensemble learning for imbalanced data., , , , , and . Int. J. Intell. Syst., 36 (7): 3039-3067 (2021)ProtoGAN: Towards high diversity and fidelity image synthesis under limited data., , , and . Inf. Sci., (2023)FreGAN: Exploiting Frequency Components for Training GANs under Limited Data., , , and . NeurIPS, (2022)Freezing partial source representations matters for image inpainting under limited data., , , , and . Eng. Appl. Artif. Intell., (2024)Multiple Kernel Subspace Learning for Clustering and Classification., , , , , , and . IEEE Trans. Knowl. Data Eng., 35 (7): 7278-7290 (July 2023)Better Embedding and More Shots for Few-shot Learning., , , , and . IJCAI, page 2874-2880. ijcai.org, (2022)