Transformers

TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Interspeech 2022 TTIC’s WMT-SLT 22 Sign Language Translation System EMNLP 2022 TubeDETR: Spatio-Temporal Video Grounding With Transformers CVPR 2022 TubeFormer-DeepLab: Video Mask Transformer CVPR 2022 TubeR: Tubelet Transformer for Video Action Detection CVPR 2022 Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency ICLR 2022 TVLT: Textless Vision-Language Transformer NeurIPS 2022 TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022 TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022 TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022 UAlberta at LSCDiscovery: Lexical Semantic Change Detection via Word Sense Disambiguation ACL 2022 UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition SemEval 2022 uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers COLING 2022 UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer AAAI 2022 Uformer: A General U-Shaped Transformer for Image Restoration CVPR 2022 UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents ACL 2022 UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic SemEval 2022 UMUTeam@TamilNLP-ACL2022: Abusive Detection in Tamil using Linguistic Features and Transformers ACL 2022 Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition CVPR 2022 Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders EMNLP 2022 Understanding Attention for Vision-and-Language Tasks COLING 2022 Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022 Understanding The Robustness in Vision Transformers ICML 2022