← Architectures
Deep Learning › Architectures ›

Transformers

9294 directly classified papers

Papers per year

Papers

How Can Self-Attention Networks Recognize Dyck-n Languages? EMNLP 2020
Punctuation Restoration using Transformer Models for High-and Low-Resource Languages EMNLP 2020
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection CVPR 2020
Sketchformer: Transformer-Based Representation for Sketched Structure CVPR 2020
Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention CVPR 2020
Squeeze-and-Attention Networks for Semantic Segmentation CVPR 2020
Meshed-Memory Transformer for Image Captioning CVPR 2020
Superpixel Segmentation With Fully Convolutional Networks CVPR 2020
Attention-Driven Cropping for Very High Resolution Facial Landmark Detection CVPR 2020
Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions CVPR 2020
Deep Image Spatial Transformation for Person Image Generation CVPR 2020
Sequential 3D Human Pose and Shape Estimation From Point Clouds CVPR 2020
Actor-Transformers for Group Activity Recognition CVPR 2020
Show, Edit and Tell: A Framework for Editing Image Captions CVPR 2020
CamemBERT: a Tasty French Language Model ACL 2020
Do Transformers Need Deep Long-Range Memory? ACL 2020
Mapping Natural Language Instructions to Mobile UI Action Sequences ACL 2020
An Exploratory Study of Argumentative Writing by Young Students: A transformer-based Approach ACL 2020
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ACL 2020
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data ACL 2020
Understanding the Language of Political Agreement and Disagreement in Legislative Texts ACL 2020
Pre-Training Transformers as Energy-Based Cloze Models EMNLP 2020
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture ACL 2020
Should You Fine-Tune BERT for Automated Essay Scoring? ACL 2020
SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation CVPR 2020