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Deep Learning

1,856 papers

Papers per year

3
20
266
176
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Papers

Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling INTERSPEECH 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018
Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance INTERSPEECH 2018
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018
Neural Models of Factuality NAACL 2018
Handling Homographs in Neural Machine Translation NAACL 2018
A Neural Layered Model for Nested Named Entity Recognition NAACL 2018
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018
Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation NAACL 2018
Neural Machine Translation Decoding with Terminology Constraints NAACL 2018
Japanese Predicate Conjugation for Neural Machine Translation NAACL 2018
Neural Adaptive Content-aware Internet Video Delivery OSDI 2018
Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach RSS 2018
Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications RSS 2018
EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets SEMEVAL 2018
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SEMEVAL 2018
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SEMEVAL 2018
Shallow Updates for Deep Reinforcement Learning NIPS 2017
Decoupling "when to update" from "how to update" NIPS 2017
Self-Normalizing Neural Networks NIPS 2017