conftrace_

residual connection

55 papers

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attention mechanism (4001) graph neural network (3962) deep learning (2118) layer normalization (65) neural network (6616) transformer architecture (1560) deep neural network (1803) large language model (13587) recurrent neural network (1790) convolutional neural network (4226)

Papers

Evolving Attention with Residual Convolutions ICML 2021
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models EMNLP 2021
Graph Neural Networks with Adaptive Residual NIPS 2021
Lipschitz Constrained Parameter Initialization for Deep Transformers ACL 2020
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text EMNLP 2020
NEC-TT Speaker Verification System for SRE’19 CTS Challenge INTERSPEECH 2020
Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020
Neural Metaphor Detection with a Residual biLSTM-CRF Model ACL 2020
Neural Network Pruning With Residual-Connections and Limited-Data CVPR 2020
On the Computational Power of Transformers and Its Implications in Sequence Modeling EMNLP 2020
Understanding the Difficulty of Training Transformers EMNLP 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020
ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification INTERSPEECH 2020
Very Deep Self-Attention Networks for End-to-End Speech Recognition INTERSPEECH 2019
DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019
Composing Text and Image for Image Retrieval - an Empirical Odyssey CVPR 2019
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention SEMEVAL 2019
Speech Enhancement with Wide Residual Networks in Reverberant Environments INTERSPEECH 2019
Gated Residual Recurrent Graph Neural Networks for Traffic Prediction AAAI 2019
Progressive Speech Enhancement with Residual Connections INTERSPEECH 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019
Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NIPS 2018
Dense Information Flow for Neural Machine Translation NAACL 2018
Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition INTERSPEECH 2018
Mixed Link Networks IJCAI 2018