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06/13/2023
Self-supervised Deep Hyperspectral Inpainting with the Sparsity and Low-Rank Considerations
Hyperspectral images are typically composed of hundreds of narrow and co...
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06/12/2023
Self-Supervised Hyperspectral Inpainting with the Optimisation inspired Deep Neural Network Prior
Hyperspectral Image (HSI)s cover hundreds or thousands of narrow spectra...
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05/29/2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations
Contrastive self-supervised learning has gained attention for its abilit...
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02/24/2023
Amortised Invariance Learning for Contrastive Self-Supervision
Contrastive self-supervised learning methods famously produce high quali...
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04/05/2022
MetaAudio: A Few-Shot Audio Classification Benchmark
Currently available benchmarks for few-shot learning (machine learning w...
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03/13/2021
Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks
Compressed sensing (CS) leverages the sparsity prior to provide the foun...
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07/28/2020
DeepMP for Non-Negative Sparse Decomposition
Non-negative signals form an important class of sparse signals. Many alg...
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12/12/2012
