Model Architecture

Temporally Efficient Deep Learning with Spikes ICLR 2018 Temporal Transformer Networks for Acoustic Scene Classification Interspeech 2018 TETRIS: TilE-matching the TRemendous Irregular Sparsity NeurIPS 2018 The emergence of spectral universality in deep networks AISTATS 2018 Thermometer Encoding: One Hot Way To Resist Adversarial Examples ICLR 2018 They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking COLING 2018 Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge CVPR 2018 Towards Automated Single Channel Source Separation Using Neural Networks Interspeech 2018 Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach IJCAI 2018 Towards Pose Invariant Face Recognition in the Wild CVPR 2018 Towards Reverse-Engineering Black-Box Neural Networks ICLR 2018 Towards Robust Detection of Adversarial Examples NeurIPS 2018 Training and Inference with Integers in Deep Neural Networks ICLR 2018 Training Deeper Neural Machine Translation Models with Transparent Attention EMNLP 2018 Training Deep Neural Networks with 8-bit Floating Point Numbers NeurIPS 2018 Training Neural Networks Using Features Replay NeurIPS 2018 Training wide residual networks for deployment using a single bit for each weight ICLR 2018 Transformation Networks for Target-Oriented Sentiment Classification ACL 2018 Two Local Models for Neural Constituent Parsing COLING 2018 Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal Interspeech 2018 Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy Interspeech 2018 Virtual Class Enhanced Discriminative Embedding Learning NeurIPS 2018 Weightless: Lossy weight encoding for deep neural network compression ICML 2018 When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018 Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018