transformer architecture

Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022 Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse NeurIPS 2022 Simple and Effective Multi-sentence TTS with Expressive and Coherent Prosody Interspeech 2022 Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022 Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022 Spanning Tree-based Graph Generation for Molecules ICLR 2022 Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation CVPR 2022 Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors Interspeech 2022 Squeezeformer: An Efficient Transformer for Automatic Speech Recognition NeurIPS 2022 SRT’s Neural Machine Translation System for WMT22 Biomedical Translation Task EMNLP 2022 Staircase Attention for Recurrent Processing of Sequences NeurIPS 2022 Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 SURF: Semantic-level Unsupervised Reward Function for Machine Translation NAACL 2022 Syntax-guided Localized Self-attention by Constituency Syntactic Distance EMNLP 2022 Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention NAACL 2022 TACTiS: Transformer-Attentional Copulas for Time Series ICML 2022 TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs AACL 2022 Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022 Text Spotting Transformers CVPR 2022 The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022 Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving CVPR 2022 TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation NeurIPS 2022 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022