Model Architecture

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 Spectral Tensor Train Parameterization of Deep Learning Layers AISTATS 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 Stable ResNet AISTATS 2021 Statistical mechanical analysis of neural network pruning UAI 2021 Stochastic Anderson Mixing for Nonconvex Stochastic Optimization NeurIPS 2021 Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021 Structured Denoising Diffusion Models in Discrete State-Spaces NeurIPS 2021 Structured Dropout Variational Inference for Bayesian Neural Networks NeurIPS 2021 Structured sparsification with joint optimization of group convolution and channel shuffle UAI 2021 StruMonoNet: Structure-Aware Monocular 3D Prediction CVPR 2021 StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021 Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks ICCV 2021 Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021 Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection ICCV 2021 SuPEr-SAM: Using the Supervision Signal From a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition WACV 2021 Synthesizer: Rethinking Self-Attention for Transformer Models ICML 2021 System Description for the CommonGen task with the POINTER model ACL 2021 T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021