Transformers

SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction EMNLP 2022 SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022 Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022 SNR-Aware Low-Light Image Enhancement CVPR 2022 Soft-label Learn for No-Intrusive Speech Quality Assessment Interspeech 2022 SOIT: Segmenting Objects with Instance-Aware Transformers AAAI 2022 SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation Interspeech 2022 Sound-Guided Semantic Image Manipulation CVPR 2022 Span Classification with Structured Information for Disfluency Detection in Spoken Utterances Interspeech 2022 Spanning Tree-based Graph Generation for Molecules ICLR 2022 SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications AACL 2022 Sparse Attention with Learning to Hash ICLR 2022 Sparse Continuous Distributions and Fenchel-Young Losses JMLR 2022 Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity ICLR 2022 Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022 Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022 SparseTT: Visual Tracking with Sparse Transformers IJCAI 2022 Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022 SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022 Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation CVPR 2022 Spatial-Temporal Transformer for 3D Point Cloud Sequences WACV 2022 Spatio-temporal Sign Language Representation and Translation EMNLP 2022 SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SemEval 2022 Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation Interspeech 2022 Speaking Rate Control of end-to-end TTS Models by Direct Manipulation of the Encoder's Output Embeddings Interspeech 2022