Transformers

Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer CVPR 2022 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 Training Text-to-Text Transformers with Privacy Guarantees NAACL 2022 Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation ICLR 2022 Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval ICML 2022 Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling NeurIPS 2022 TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022 Transfer learning for multilingual vacancy text generation EMNLP 2022 Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing COLING 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022 TransforMatcher: Match-to-Match Attention for Semantic Correspondence CVPR 2022 Transformer-Based Automatic Speech Recognition with Auxiliary Input of Source Language Text Toward Transcribing Simultaneous Interpretation Interspeech 2022 Transformer-based classification of premise in tweets related to COVID-19 COLING 2022 Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022 Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022 Transformer-based Transform Coding ICLR 2022 Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract) AAAI 2022 Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video Interspeech 2022 Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NeurIPS 2022 Transformer Embeddings of Irregularly Spaced Events and Their Participants ICLR 2022 Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022 Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022 Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022 Transformer Memory as a Differentiable Search Index NeurIPS 2022 Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022