Neural Networks

Signatured Deep Fictitious Play for Mean Field Games with Common Noise ICML 2021 SIGNET: Efficient Neural Representation for Light Fields ICCV 2021 SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks ICML 2021 Similarity and Matching of Neural Network Representations NeurIPS 2021 Simple and Effective Stochastic Neural Networks AAAI 2021 Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model EMNLP 2021 SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection SemEval 2021 Single-Channel Speech Enhancement Using Learnable Loss Mixup Interspeech 2021 Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions ICCV 2021 Single Image Depth Prediction With Wavelet Decomposition CVPR 2021 Single-View 3D Object Reconstruction From Shape Priors in Memory CVPR 2021 Single View Point Cloud Generation via Unified 3D Prototype AAAI 2021 SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery CVPR 2021 Size and Depth Separation in Approximating Benign Functions with Neural Networks COLT 2021 Sketch2Mesh: Reconstructing and Editing 3D Shapes From Sketches ICCV 2021 Sketch based Memory for Neural Networks AISTATS 2021 Skew Orthogonal Convolutions ICML 2021 SkipW: Resource Adaptable RNN with Strict Upper Computational Limit ICLR 2021 Slice-sampling based 3D Object Classification ACML 2021 Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks ICML 2021 SMD-Nets: Stereo Mixture Density Networks CVPR 2021 SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness NeurIPS 2021 SMPLpix: Neural Avatars From 3D Human Models WACV 2021 SMURF: Self-Teaching Multi-Frame Unsupervised RAFT With Full-Image Warping CVPR 2021 Social NCE: Contrastive Learning of Socially-Aware Motion Representations ICCV 2021