Techniques

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021 Soft Calibration Objectives for Neural Networks NeurIPS 2021 Space-Time-Separable Graph Convolutional Network for Pose Forecasting ICCV 2021 Span Fine-tuning for Pre-trained Language Models EMNLP 2021 Sparse Attention with Linear Units EMNLP 2021 SparseBERT: Rethinking the Importance Analysis in Self-attention ICML 2021 Sparse Spiking Gradient Descent NeurIPS 2021 Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space NeurIPS 2021 Sparsifying Networks via Subdifferential Inclusion ICML 2021 Sparsity Aware Normalization for GANs AAAI 2021 Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks JMLR 2021 Spatial Assembly Networks for Image Representation Learning CVPR 2021 Spatially-Adaptive Image Restoration Using Distortion-Guided Networks ICCV 2021 Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting AAAI 2021 Speaker Attentive Speech Emotion Recognition Interspeech 2021 Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs Interspeech 2021 Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective ICML 2021 Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders ICML 2021 Spectral Tensor Train Parameterization of Deep Learning Layers AISTATS 2021 SPECTRA: Sparse Structured Text Rationalization EMNLP 2021 Speech Denoising with Auditory Models Interspeech 2021 Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NeurIPS 2021 Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition Interspeech 2021 SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021 Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields IJCAI 2021