Neural Networks

FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation NeurIPS 2024 Feedback control guides credit assignment in recurrent neural networks NeurIPS 2024 FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NeurIPS 2024 Few-Shot Learning via Repurposing Ensemble of Black-Box Models AAAI 2024 Few-Shot Neural Radiance Fields under Unconstrained Illumination AAAI 2024 Few-Shot Relation Extraction with Hybrid Visual Evidence COLING 2024 Few-Shot Shape Recognition by Learning Deep Shape-Aware Features WACV 2024 FilterNet: Harnessing Frequency Filters for Time Series Forecasting NeurIPS 2024 Finding Visual Saliency in Continuous Spike Stream AAAI 2024 Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024 Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024 FIRe: Fast Inverse Rendering Using Directional and Signed Distance Functions WACV 2024 FishTrack23: An Ensemble Underwater Dataset for Multi-Object Tracking WACV 2024 Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity AISTATS 2024 Fixed points of nonnegative neural networks JMLR 2024 FlashAvatar: High-fidelity Head Avatar with Efficient Gaussian Embedding CVPR 2024 Flatness-aware Sequential Learning Generates Resilient Backdoors ECCV 2024 Flexible Residual Binarization for Image Super-Resolution ICML 2024 Flexible task abstractions emerge in linear networks with fast and bounded units NeurIPS 2024 Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts NeurIPS 2024 FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search AutoML 2024 Flora: Low-Rank Adapters Are Secretly Gradient Compressors ICML 2024 FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching Interspeech 2024 Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NeurIPS 2024 FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids MIDL 2024