Architectures

Deep Network Approximation in Terms of Intrinsic Parameters ICML 2022 Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry ICML 2022 Deep Neural Representations for Multiword Expressions Detection ACL 2022 Deep Online Fused Video Stabilization WACV 2022 Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape Matching CVPR 2022 DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction EMNLP 2022 DeepPatent: Large Scale Patent Drawing Recognition and Retrieval WACV 2022 Deep Point Cloud Reconstruction ICLR 2022 Deep Probability Estimation ICML 2022 Deep Projective Rotation Estimation through Relative Supervision CoRL 2022 DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022 Deep Rectangling for Image Stitching: A Learning Baseline CVPR 2022 Deep ReLU Networks Preserve Expected Length ICLR 2022 Deep residual spiking neural network for keyword spotting in low-resource settings Interspeech 2022 Deep Segment Model for Acoustic Scene Classification Interspeech 2022 Deep Sparse Conformer for Speech Recognition Interspeech 2022 DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale ICML 2022 Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage ICML 2022 Deep Stereo Image Compression via Bi-Directional Coding CVPR 2022 Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation WACV 2022 Deep Vanishing Point Detection: Geometric Priors Make Dataset Variations Vanish CVPR 2022 Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection ICML 2022 DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022 DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022 Defending Against Adversarial Attacks via Neural Dynamic System NeurIPS 2022