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transformer architecture

1555 papers

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Also known as

TTE STTR TGT DIT ENT BERT DETR ROBERTA TA

Co-occurring keywords

attention mechanism (3975) neural machine translation (2310) transformer model (1988) representation learning (6174) language model (4573) neural network (6616) self-attention mechanism (350) multimodal learning (4622) machine translation (2472) large language model (12755)

Papers

Diagonal State Spaces are as Effective as Structured State Spaces NIPS 2022
Cross Aggregation Transformer for Image Restoration NIPS 2022
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse NIPS 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling NIPS 2022
Unsupervised Embedding and Association Network for Multi-Object Tracking IJCAI 2022
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation INTERSPEECH 2022
Data Augmentation for Dementia Detection in Spoken Language. INTERSPEECH 2022
PlanT: Explainable Planning Transformers via Object-Level Representations CORL 2022
Learning to Automatically Generate Accurate ECG Captions MIDL 2022
LILE: Look In-Depth before Looking Elsewhere – A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives MIDL 2022
HYU at SemEval-2022 Task 2: Effective Idiomaticity Detection with Consideration at Different Levels of Contextualization NAACL 2022
HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA) NAACL 2022
A Masked Segmental Language Model for Unsupervised Natural Language Segmentation NAACL 2022
Container: Context Aggregation Networks NIPS 2021
End-to-End Spoken Language Understanding for Generalized Voice Assistants INTERSPEECH 2021
Optimizing Deeper Transformers on Small Datasets ACL 2021
Attention Calibration for Transformer in Neural Machine Translation ACL 2021
Detecting Human-Object Relationships in Videos ICCV 2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation ICCV 2021
Compositional Transformers for Scene Generation NIPS 2021
Transformers Generalize DeepSets and Can be Extended to Graphs & Hypergraphs NIPS 2021
LayoutTransformer: Layout Generation and Completion With Self-Attention ICCV 2021
Learning Spatio-Temporal Transformer for Visual Tracking ICCV 2021
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer NIPS 2021
Decision Transformer: Reinforcement Learning via Sequence Modeling NIPS 2021