Browsing Mathematics (Faculty of) by Subject "convolutional neural networks"
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An Experimental Analysis of Multi-Perspective Convolutional Neural Networks
(University of Waterloo, 2018-05-16)Modelling the similarity of sentence pairs is an important problem in natural language processing and information retrieval, with applications in tasks such as paraphrase identification and answer selection in question ... -
Learning Sample-Based Monte Carlo Denoising from Noisy Training Data
(University of Waterloo, 2022-02-15)Monte Carlo rendering allows for the production of high-quality photorealistic images of 3D scenes. However, producing noise-free images can take a considerable amount of compute resources. To lessen this burden and speed ...