Transformers

Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022 Scaling Vision Transformers CVPR 2022 Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations CVPR 2022 Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022 Scene Transformer: A unified architecture for predicting future trajectories of multiple agents ICLR 2022 Scenic: A JAX Library for Computer Vision Research and Beyond CVPR 2022 SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022 SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022 scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models ACL 2022 SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising NAACL 2022 Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition NeurIPS 2022 Searching for BurgerFormer with Micro-Meso-Macro Space Design ICML 2022 Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers NeurIPS 2022 Segmenting Moving Objects via an Object-Centric Layered Representation NeurIPS 2022 Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way CVPR 2022 SegViT: Semantic Segmentation with Plain Vision Transformers NeurIPS 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Self-regularised Minimum Latency Training for Streaming Transformer-based Speech Recognition Interspeech 2022 Self-supervised Context-aware Style Representation for Expressive Speech Synthesis Interspeech 2022 Self-Supervised Learning of Object Parts for Semantic Segmentation CVPR 2022 Self-supervised Models are Good Teaching Assistants for Vision Transformers ICML 2022 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis CVPR 2022 Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022