Transformers

Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ACL 2022 Show, Deconfound and Tell: Image Captioning With Causal Inference CVPR 2022 Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning CVPR 2022 Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022 Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022 Shunted Self-Attention via Multi-Scale Token Aggregation CVPR 2022 Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset AAAI 2022 Siamese Network with Interactive Transformer for Video Object Segmentation AAAI 2022 Siamese Transformer Pyramid Networks for Real-Time UAV Tracking WACV 2022 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022 Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse NeurIPS 2022 Silo NLP’s Participation at WAT2022 COLING 2022 Similarity and Content-based Phonetic Self Attention for Speech Recognition Interspeech 2022 SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022 Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022 Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022 Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos NeurIPS 2022 Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition COLING 2022 Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation ACL 2022 Single-Stage Visual Relationship Learning using Conditional Queries NeurIPS 2022 Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022 Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022 SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ICML 2022 SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations SemEval 2022 SlovakBERT: Slovak Masked Language Model EMNLP 2022