Transformers

Token and Head Adaptive Transformers for Efficient Natural Language Processing COLING 2022 Token Dropping for Efficient BERT Pretraining ACL 2022 Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire Interspeech 2022 TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers NeurIPS 2022 TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation CVPR 2022 Towards Accurate Facial Landmark Detection via Cascaded Transformers CVPR 2022 Towards Arabic Sentence Simplification via Classification and Generative Approaches EMNLP 2022 Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs EMNLP 2022 Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022 Towards Efficient and Scalable Sharpness-Aware Minimization CVPR 2022 Towards End-to-End Image Compression and Analysis with Transformers AAAI 2022 Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion AAAI 2022 Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding Interspeech 2022 Towards Improving the Expressiveness of Singing Voice Synthesis with BERT Derived Semantic Information Interspeech 2022 Towards Learning Universal Hyperparameter Optimizers with Transformers NeurIPS 2022 Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer EMNLP 2022 Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer NeurIPS 2022 Towards Robust Vision Transformer CVPR 2022 Towards Transferable Adversarial Attacks on Vision Transformers AAAI 2022 Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer CVPR 2022 Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022 TrackFormer: Multi-Object Tracking With Transformers CVPR 2022 Tradformer: A Transformer Model of Traditional Music Transcriptions IJCAI 2022 Training-Free Transformer Architecture Search CVPR 2022