Application Areas

Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 Sparse is Enough in Scaling Transformers NeurIPS 2021 Sparse Tensor Additive Regression JMLR 2021 Sparse-to-Dense Feature Matching: Intra and Inter Domain Cross-Modal Learning in Domain Adaptation for 3D Semantic Segmentation ICCV 2021 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021 Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks JMLR 2021 Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021 Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting AAAI 2021 Spatio-temporal Contrastive Domain Adaptation for Action Recognition CVPR 2021 SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021 Speaker Anonymisation Using the McAdams Coefficient Interspeech 2021 Speaker Normalization Using Joint Variational Autoencoder Interspeech 2021 SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System Interspeech 2021 Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs Interspeech 2021 SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification Interspeech 2021 Specializing Multilingual Language Models: An Empirical Study EMNLP 2021 SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features Interspeech 2021 SPECTRE: defending against backdoor attacks using robust statistics ICML 2021 Speech Activity Detection Based on Multilingual Speech Recognition System Interspeech 2021 Speech Emotion Recognition via Multi-Level Cross-Modal Distillation Interspeech 2021 Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021 Speed up Training with Variable Length Inputs by Efficient Batching Strategies Interspeech 2021 Speedy Performance Estimation for Neural Architecture Search NeurIPS 2021 SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation ICCV 2021 Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression WACV 2021