Neural Networks

Deep Probability Estimation ICML 2022 Deep Projective Rotation Estimation through Relative Supervision CoRL 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 Vanishing Point Detection: Geometric Priors Make Dataset Variations Vanish CVPR 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 Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification Interspeech 2022 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022 DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition Interspeech 2022 Demystifying the Neural Tangent Kernel From a Practical Perspective: Can It Be Trusted for Neural Architecture Search Without Training? CVPR 2022 Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations ICML 2022 Depth separation beyond radial functions JMLR 2022 Depth-Supervised NeRF: Fewer Views and Faster Training for Free CVPR 2022 Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ICML 2022 Detail Preserving Residual Feature Pyramid Modules for Optical Flow WACV 2022 Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022 DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design Interspeech 2022 DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection EMNLP 2022