Neural Networks

Factorized Fourier Neural Operators ICLR 2023 Failing with Grace: Learning Neural Network Controllers that are Boundedly Unsafe L4DC 2023 FAIRER: Fairness as Decision Rationale Alignment ICML 2023 Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023 Faithful Heteroscedastic Regression with Neural Networks AISTATS 2023 Fantastic Style Channels and Where To Find Them: A Submodular Framework for Discovering Diverse Directions in GANs WACV 2023 Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping AAAI 2023 Fast as CHITA: Neural Network Pruning with Combinatorial Optimization ICML 2023 Fast Convergence in Learning Two-Layer Neural Networks with Separable Data AAAI 2023 Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective ICML 2023 Fast Neural Scene Flow ICCV 2023 Fast Online Video Super-Resolution With Deformable Attention Pyramid WACV 2023 Fast Sampling of Diffusion Models via Operator Learning ICML 2023 Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks AAAI 2023 FCCNs: Fully Complex-valued Convolutional Networks using Complex-valued Color Model and Loss Function ICCV 2023 FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023 FeatureBooster: Boosting Feature Descriptors With a Lightweight Neural Network CVPR 2023 Feature learning in deep classifiers through Intermediate Neural Collapse ICML 2023 Feature-Learning Networks Are Consistent Across Widths At Realistic Scales NeurIPS 2023 FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks ICML 2023 FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation AAAI 2023 FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023 FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation NeurIPS 2023 FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction AAAI 2023 FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities ICLR 2023