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| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 |
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| Guiding Deep Learning System Testing using Surprise Adequacy | Aug 25, 2018 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| DLOPT: Deep Learning Optimization Library | Jul 10, 2018 | Deep Learning | CodeCode Available | 1 |
| This Looks Like That: Deep Learning for Interpretable Image Recognition | Jun 27, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Deep learning to represent sub-grid processes in climate models | Jun 12, 2018 | Deep Learning | CodeCode Available | 1 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Relational inductive biases, deep learning, and graph networks | Jun 4, 2018 | Decision MakingDeep Learning | CodeCode Available | 1 |
| k-Space Deep Learning for Accelerated MRI | May 10, 2018 | compressed sensingDeep Learning | CodeCode Available | 1 |
| μ-cuDNN: Accelerating Deep Learning Frameworks with Micro-Batching | Apr 13, 2018 | Deep LearningGPU | CodeCode Available | 1 |
| Learning to Reweight Examples for Robust Deep Learning | Mar 24, 2018 | Deep LearningMeta-Learning | CodeCode Available | 1 |
| SEGEN: Sample-Ensemble Genetic Evolutional Network Model | Mar 23, 2018 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations | Jan 20, 2018 | Deep Learning | CodeCode Available | 1 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 |
| Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs | Nov 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Online Deep Learning: Learning Deep Neural Networks on the Fly | Nov 10, 2017 | Deep Learning | CodeCode Available | 1 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning | Sep 18, 2017 | Deep Learning | CodeCode Available | 1 |
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| De novo peptide sequencing by deep learning | Jul 18, 2017 | Deep Learningde novo peptide sequencing | CodeCode Available | 1 |
| Optical Music Recognition with Convolutional Sequence-to-Sequence Models | Jul 16, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 1 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 |
| Towards Deep Learning Models Resistant to Adversarial Attacks | Jun 19, 2017 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
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| MagNet: a Two-Pronged Defense against Adversarial Examples | May 25, 2017 | Deep LearningVocal Bursts Valence Prediction | CodeCode Available | 1 |
| Thinking Fast and Slow with Deep Learning and Tree Search | May 23, 2017 | Decision MakingDeep Learning | CodeCode Available | 1 |
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| Stable Architectures for Deep Neural Networks | May 9, 2017 | Deep Learningparameter estimation | CodeCode Available | 1 |
| Spectral Ergodicity in Deep Learning Architectures via Surrogate Random Matrices | Apr 25, 2017 | Deep Learning | CodeCode Available | 1 |
| Deep Joint Entity Disambiguation with Local Neural Attention | Apr 17, 2017 | Deep LearningEntity Disambiguation | CodeCode Available | 1 |
| What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? | Mar 15, 2017 | Deep LearningDepth Estimation | CodeCode Available | 1 |
| Evolving Deep Neural Networks | Mar 1, 2017 | Deep LearningImage Captioning | CodeCode Available | 1 |
| 3D Bounding Box Estimation Using Deep Learning and Geometry | Dec 1, 2016 | 3D Object DetectionDeep Learning | CodeCode Available | 1 |
| Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering | Oct 15, 2016 | ClusteringDeep Learning | CodeCode Available | 1 |
| Neural Paraphrase Generation with Stacked Residual LSTM Networks | Oct 10, 2016 | Deep LearningParaphrase Generation | CodeCode Available | 1 |
| Learning to Decode Linear Codes Using Deep Learning | Jul 16, 2016 | DecoderDeep Learning | CodeCode Available | 1 |
| Characterizing Driving Styles with Deep Learning | Jul 13, 2016 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Deep Learning with Differential Privacy | Jul 1, 2016 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Wide & Deep Learning for Recommender Systems | Jun 24, 2016 | Click-Through Rate PredictionDeep Learning | CodeCode Available | 1 |
| Dense Associative Memory for Pattern Recognition | Jun 3, 2016 | Deep Learning | CodeCode Available | 1 |
| Music transcription modelling and composition using deep learning | Apr 29, 2016 | Deep LearningDescriptive | CodeCode Available | 1 |
| Deep Learning and the Information Bottleneck Principle | Mar 9, 2015 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| Deep Learning Face Attributes in the Wild | Nov 28, 2014 | AttributeDeep Learning | CodeCode Available | 1 |
