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Papers

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TitleStatusHype
Potential, Challenges and Future Directions for Deep Learning in Prognostics and Health Management Applications0
Community Detection Clustering via Gumbel Softmax0
Off-the-shelf deep learning is not enough: parsimony, Bayes and causality0
DeepRx: Fully Convolutional Deep Learning Receiver0
Visualizing Deep Learning-based Radio Modulation Classifier0
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities0
PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural NetworksCode2
Transferring Optimality Across Data Distributions via Homotopy Methods0
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient0
Deep probabilistic subsampling for task-adaptive compressed sensingCode1
CLFD: A Novel Vectorization Technique and Its Application in Fake News Detection0
Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language0
A Platform for Event Extraction in Hindi0
Reconstructing NER Corpora: a Case Study on Bulgarian0
BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding0
Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees0
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud DownsamplingCode1
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version controlCode1
Memristors -- from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing0
Explainable Deep Learning: A Field Guide for the Uninitiated0
CNN Explainer: Learning Convolutional Neural Networks with Interactive VisualizationCode3
Deep Learning for High Speed Optical Coherence Elastography0
Classification of Equation of State in Relativistic Heavy-Ion Collisions Using Deep Learning0
Continual Deep Learning by Functional Regularisation of Memorable PastCode1
Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling0
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