Architectures

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 Interaction Additive Networks via Feature Interaction Detection and Sparse Selection NeurIPS 2022 Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022 Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022 SparseTT: Visual Tracking with Sparse Transformers IJCAI 2022 Sparse Winning Tickets are Data-Efficient Image Recognizers NeurIPS 2022 Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022 Sparsity in Continuous-Depth Neural Networks NeurIPS 2022 SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022 Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting Interspeech 2022 Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery ICLR 2022 Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation CVPR 2022 Spatial-Temporal Transformer for 3D Point Cloud Sequences WACV 2022 Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction CVPR 2022 Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns WACV 2022 Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation AAAI 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