Transformers

SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 Spatially Multi-Conditional Image Generation WACV 2023 Spatial-Spectral Transformer for Hyperspectral Image Denoising AAAI 2023 Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023 Spatio-temporal Prompting Network for Robust Video Feature Extraction ICCV 2023 Specformer: Spectral Graph Neural Networks Meet Transformers ICLR 2023 Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising CVPR 2023 Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023 Speech inpainting: Context-based speech synthesis guided by video Interspeech 2023 Spherical Transformer for LiDAR-Based 3D Recognition CVPR 2023 Spike-driven Transformer NeurIPS 2023 Spikformer: When Spiking Neural Network Meets Transformer ICLR 2023 Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications ACL 2023 SRFormer: Permuted Self-Attention for Single Image Super-Resolution ICCV 2023 SRI-B’s Systems for IWSLT 2023 Dialectal and Low-resource Track: Marathi-Hindi Speech Translation ACL 2023 Stabilizing Transformer Training by Preventing Attention Entropy Collapse ICML 2023 Stanford MLab at SemEval 2023 Task 7: Neural Methods for Clinical Trial Report NLI SemEval 2023 STAR-Transformer: A Spatio-Temporal Cross Attention Transformer for Human Action Recognition WACV 2023 Statistical Foundations of Prior-Data Fitted Networks ICML 2023 Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning EMNLP 2023 Steno AI at SemEval-2023 Task 6: Rhetorical Role Labelling of Legal Documents using Transformers and Graph Neural Networks SemEval 2023 STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition CVPR 2023 STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023 Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTS Interspeech 2023 STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NeurIPS 2023