Neural Networks

Optimal approximation using complex-valued neural networks NeurIPS 2023 Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods AutoML 2023 Optimal Sets and Solution Paths of ReLU Networks ICML 2023 OReX: Object Reconstruction From Planar Cross-Sections Using Neural Fields CVPR 2023 Origins of Low-Dimensional Adversarial Perturbations AISTATS 2023 Orthogonal Transforms for Learning Invariant Representations in Equivariant Neural Networks WACV 2023 OTAvatar: One-Shot Talking Face Avatar With Controllable Tri-Plane Rendering CVPR 2023 Packed Ensembles for efficient uncertainty estimation ICLR 2023 PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification ICLR 2023 PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels ICCV 2023 PAD-Net: An Efficient Framework for Dynamic Networks ACL 2023 PaletteNeRF: Palette-Based Appearance Editing of Neural Radiance Fields CVPR 2023 PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023 Parallel Deep Neural Networks Have Zero Duality Gap ICLR 2023 Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies NeurIPS 2023 Parameter Efficient Local Implicit Image Function Network for Face Segmentation CVPR 2023 Parametrizing Product Shape Manifolds by Composite Networks ICLR 2023 ParCNetV2: Oversized Kernel with Enhanced Attention ICCV 2023 PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration AAAI 2023 PASHA: Efficient HPO and NAS with Progressive Resource Allocation ICLR 2023 Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks ICML 2023 PATS: Patch Area Transportation With Subdivision for Local Feature Matching CVPR 2023 PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement Interspeech 2023 pCON: Polarimetric Coordinate Networks for Neural Scene Representations CVPR 2023 PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023