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Deep Learning
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Transformers
9294 directly classified papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Recurrent Transformer Networks for Semantic Correspondence
NIPS 2018
Progressive Attention Guided Recurrent Network for Salient Object Detection
CVPR 2018
Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge
CVPR 2018
Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries
CVPR 2018
View Extrapolation of Human Body From a Single Image
CVPR 2018
Attentional ShapeContextNet for Point Cloud Recognition
CVPR 2018
End-to-End Dense Video Captioning With Masked Transformer
CVPR 2018
Input Combination Strategies for Multi-Source Transformer Decoder
EMNLP 2018
Hierarchical Neural Story Generation
ACL 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition
ACL 2018
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems
ACL 2018
The MLLP-UPV German-English Machine Translation System for WMT18
EMNLP 2018
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2018
EMNLP 2018
The University of Cambridge’s Machine Translation Systems for WMT18
EMNLP 2018
Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task
EMNLP 2018
A Transformer-Based Multi-Source Automatic Post-Editing System
EMNLP 2018
Multi-encoder Transformer Network for Automatic Post-Editing
EMNLP 2018
TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture
SEMEVAL 2018
INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process
IJCAI 2018
Tilde’s Machine Translation Systems for WMT 2018
EMNLP 2018
Image Transformer
ICML 2018
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing
EMNLP 2018
TVT: Two-View Transformer Network for Video Captioning
ACML 2018
Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal
INTERSPEECH 2018
Dynamic Evaluation of Neural Sequence Models
ICML 2018
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