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| Blur-Invariant Deep Learning for Blind-Deblurring | Oct 1, 2017 | DeblurringDecoder | —Unverified | 0 |
| Scene Categorization With Spectral Features | Oct 1, 2017 | AttributeDeep Learning | —Unverified | 0 |
| The Deep Ritz method: A deep learning-based numerical algorithm for solving variational problems | Sep 30, 2017 | Deep Learning | CodeCode Available | 0 |
| Deep learning for source camera identification on mobile devices | Sep 30, 2017 | Deep Learning | —Unverified | 0 |
| DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning | Sep 30, 2017 | Deep Learning | CodeCode Available | 0 |
| Are we done with object recognition? The iCub robot's perspective | Sep 28, 2017 | Deep LearningImage Retrieval | CodeCode Available | 0 |
| Neural networks for topology optimization | Sep 27, 2017 | DecoderDeep Learning | CodeCode Available | 0 |
| Deep Learning Based Cryptographic Primitive Classification | Sep 25, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| Deep Learning for Secure Mobile Edge Computing | Sep 23, 2017 | Cloud ComputingDeep Learning | —Unverified | 0 |
| Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network | Sep 22, 2017 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data | Sep 22, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Updating the silent speech challenge benchmark with deep learning | Sep 20, 2017 | Deep Learning | —Unverified | 0 |
| UnDeepVO: Monocular Visual Odometry through Unsupervised Deep Learning | Sep 20, 2017 | Deep LearningMonocular Visual Odometry | —Unverified | 0 |
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| Reducing Complexity of HEVC: A Deep Learning Approach | Sep 19, 2017 | Deep Learning | CodeCode Available | 0 |
| ZhuSuan: A Library for Bayesian Deep Learning | Sep 18, 2017 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning | Sep 18, 2017 | Deep Learning | CodeCode Available | 1 |
| Accelerating SGD for Distributed Deep-Learning Using Approximated Hessian Matrix | Sep 15, 2017 | Deep LearningSecond-order methods | —Unverified | 0 |
| Multi-scale Deep Learning Architectures for Person Re-identification | Sep 15, 2017 | Deep LearningPerson Re-Identification | —Unverified | 0 |
| Deep Reinforcement Learning for Conversational AI | Sep 15, 2017 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Action Schema Networks: Generalised Policies with Deep Learning | Sep 13, 2017 | Deep Learning | CodeCode Available | 0 |
| A Tutorial on Deep Learning for Music Information Retrieval | Sep 13, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 0 |
| Interpreting Shared Deep Learning Models via Explicable Boundary Trees | Sep 12, 2017 | Decision MakingDeep Learning | —Unverified | 0 |
| Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification | Sep 11, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Ensemble Methods as a Defense to Adversarial Perturbations Against Deep Neural Networks | Sep 11, 2017 | Deep LearningSelf-Driving Cars | —Unverified | 0 |
| Institutionally Distributed Deep Learning Networks | Sep 10, 2017 | Deep Learningimage-classification | —Unverified | 0 |
| Deep learning for undersampled MRI reconstruction | Sep 8, 2017 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| Intelligent Subset Selection of Power Generators for Economic Dispatch | Sep 8, 2017 | Deep Learning | —Unverified | 0 |
| DeepFense: Online Accelerated Defense Against Adversarial Deep Learning | Sep 8, 2017 | Deep Learning | —Unverified | 0 |
| Improving Sonar Image Patch Matching via Deep Learning | Sep 7, 2017 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning the Physics of Transport Phenomena | Sep 7, 2017 | Deep Learning | —Unverified | 0 |
| "Having 2 hours to write a paper is fun!": Detecting Sarcasm in Numerical Portions of Text | Sep 6, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Phylogenetic Convolutional Neural Networks in Metagenomics | Sep 6, 2017 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Implicit Regularization in Deep Learning | Sep 6, 2017 | Deep Learning | CodeCode Available | 0 |
| Deep learning from crowds | Sep 6, 2017 | Deep Learning | CodeCode Available | 1 |
| Deep learning: Technical introduction | Sep 5, 2017 | Deep Learning | —Unverified | 0 |
| Deep Learning Techniques for Music Generation -- A Survey | Sep 5, 2017 | Deep LearningMusic Generation | CodeCode Available | 0 |
| Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction | Sep 5, 2017 | Decision MakingDeep Learning | —Unverified | 0 |
| Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation | Sep 5, 2017 | Deep Learning | —Unverified | 0 |
| Deep Learning-Guided Image Reconstruction from Incomplete Data | Sep 2, 2017 | Deep LearningImage Reconstruction | —Unverified | 0 |
| ``Deep'' Learning : Detecting Metaphoricity in Adjective-Noun Pairs | Sep 1, 2017 | Deep LearningTransfer Learning | —Unverified | 0 |
| Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media | Sep 1, 2017 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis | Sep 1, 2017 | Deep LearningSentiment Analysis | —Unverified | 0 |
| Identifying attack and support argumentative relations using deep learning | Sep 1, 2017 | Argument MiningDeep Learning | —Unverified | 0 |
| PassGAN: A Deep Learning Approach for Password Guessing | Sep 1, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification | Aug 30, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| A Deep Learning Approach for Population Estimation from Satellite Imagery | Aug 30, 2017 | Decision MakingDeep Learning | —Unverified | 0 |