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Model Architecture

4351 directly classified papers

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Papers

Stacked 1D Convolutional Networks for End-to-End Small Footprint Voice Trigger Detection INTERSPEECH 2020
Speaker Representation Learning Using Global Context Guided Channel and Time-Frequency Transformations INTERSPEECH 2020
Online Blind Reverberation Time Estimation Using CRNNs INTERSPEECH 2020
Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance AAAI 2020
Differential Equation Units: Learning Functional Forms of Activation Functions from Data AAAI 2020
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020
GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020
Focusing on Detail: Deep Hashing Based on Multiple Region Details (Student Abstract) AAAI 2020
Multi-Speaker Video Dialog with Frame-Level Temporal Localization AAAI 2020
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks AAAI 2020
AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning AAAI 2020
Staying True to Your Word: (How) Can Attention Become Explanation? ACL 2020
DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking EMNLP 2020
Cross Copy Network for Dialogue Generation EMNLP 2020
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020
Language-Conditioned Feature Pyramids for Visual Selection Tasks EMNLP 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings EMNLP 2020
ETC: Encoding Long and Structured Inputs in Transformers EMNLP 2020
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles EMNLP 2020
When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020