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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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30
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Papers (including subtopics)

Accelerating Convolutional Networks via Global & Dynamic Filter Pruning IJCAI 2018
Refine or Represent: Residual Networks with Explicit Channel-wise Configuration IJCAI 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Mixed Link Networks IJCAI 2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018
Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018
Improving Deep Neural Network Sparsity through Decorrelation Regularization IJCAI 2018
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach IJCAI 2018
Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018
Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction IJCAI 2018
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018
"Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI IJCAI 2018
Multi-channel Attention for End-to-End Speech Recognition INTERSPEECH 2018
Evolving Learning for Analysing Mood-Related Infant Vocalisation INTERSPEECH 2018
Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition INTERSPEECH 2018
Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method INTERSPEECH 2018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation INTERSPEECH 2018
Subword and Crossword Units for CTC Acoustic Models INTERSPEECH 2018
Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks INTERSPEECH 2018
End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention INTERSPEECH 2018
End-to-End Speech Recognition from the Raw Waveform INTERSPEECH 2018
Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks INTERSPEECH 2018
Investigation on Bandwidth Extension for Speaker Recognition INTERSPEECH 2018
Temporal Transformer Networks for Acoustic Scene Classification INTERSPEECH 2018