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Deep Learning

1397 directly classified papers

Papers per year

Papers

Two-sample Testing Using Deep Learning AISTATS 2020
Choosing the Sample with Lowest Loss makes SGD Robust AISTATS 2020
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery AISTATS 2020
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks AISTATS 2020
Samsung R&D Institute Poland submission to WMT20 News Translation Task EMNLP 2020
The University of Edinburgh’s submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks EMNLP 2020
Accurate Detection of Wake Word Start and End Using a CNN INTERSPEECH 2020
GEV Beamforming Supported by DOA-Based Masks Generated on Pairs of Microphones INTERSPEECH 2020
Multi-Stream Attention-Based BLSTM with Feature Segmentation for Speech Emotion Recognition INTERSPEECH 2020
A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings INTERSPEECH 2020
Deep Recurrent Survival Analysis AAAI 2019
Neural Word Decomposition Models for Abusive Language Detection ACL 2019
Detecting Aggression and Toxicity using a Multi Dimension Capsule Network ACL 2019
A Cascade Model for Proposition Extraction in Argumentation ACL 2019
Lexicon Guided Attentive Neural Network Model for Argument Mining ACL 2019
Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications ACL 2019
An Analysis of Source-Side Grammatical Errors in NMT ACL 2019
Lingua Custodia at WMT’19: Attempts to Control Terminology ACL 2019
UDS–DFKI Submission to the WMT2019 Czech–Polish Similar Language Translation Shared Task ACL 2019
Divergence-Augmented Policy Optimization NIPS 2019
Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
TWEETQA: A Social Media Focused Question Answering Dataset ACL 2019
RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation AAAI 2019
Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019