convolutional neural network

Norm-based Generalization Bounds for Sparse Neural Networks NeurIPS 2023 NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge AISTATS 2023 OmniAL: A Unified CNN Framework for Unsupervised Anomaly Localization CVPR 2023 On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes NeurIPS 2023 OpenGait: Revisiting Gait Recognition Towards Better Practicality CVPR 2023 OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions ICCV 2023 PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels ICCV 2023 ParCNetV2: Oversized Kernel with Enhanced Attention ICCV 2023 PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 Patch-Based Privacy Preserving Neural Network for Vision Tasks WACV 2023 Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks ICML 2023 PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement Interspeech 2023 PHA: Patch-Wise High-Frequency Augmentation for Transformer-Based Person Re-Identification CVPR 2023 PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers CVPR 2023 Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets NeurIPS 2023 Probing Sentiment-Oriented Pre-Training Inspired by Human Sentiment Perception Mechanism CVPR 2023 Pushing the Efficiency Limit Using Structured Sparse Convolutions WACV 2023 RADIANT: Better rPPG Estimation Using Signal Embeddings and Transformer WACV 2023 Real-Time Causal Spectro-Temporal Voice Activity Detection Based on Convolutional Encoding and Residual Decoding Interspeech 2023 Real-Time Controllable Denoising for Image and Video CVPR 2023 Real-Time Image Demoir$\acute{e}$ing on Mobile Devices ICLR 2023 Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023 RegBN: Batch Normalization of Multimodal Data with Regularization NeurIPS 2023 Remote Wildfire Detection using Multispectral Satellite Imagery and Vision Transformers ACML 2023 Reparameterization through Spatial Gradient Scaling ICLR 2023