Neural Networks

Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation ICML 2025 Fast Inference with Kronecker-Sparse Matrices ICML 2025 Fast training and sampling of Restricted Boltzmann Machines ICLR 2025 FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection AAAI 2025 FEAST-Mamba: FEAture and SpaTial Aware Mamba Network with Bidirectional Orthogonal Fusion for Cross-Modal Point Cloud Segmentation AAAI 2025 Feature Clipping for Uncertainty Calibration AAAI 2025 Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions ICML 2025 Feature Learning in Finite-Width Bayesian Deep Linear Networks with Multiple Outputs and Convolutional Layers JMLR 2025 Feature-Mapping Topology Optimization with Neural Heaviside Signed Distance Functions ICML 2025 Feature Shift Localization Network ICML 2025 Feature Spectrum Learning for Remote Sensing Change Detection CVPR 2025 FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields ICCV 2025 Feedback Favors the Generalization of Neural ODEs ICLR 2025 FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation AAAI 2025 Find and Perceive: Tell Visual Change with Fine-Grained Comparison IJCAI 2025 Find Any Part in 3D ICCV 2025 Find A Winning Sign: Sign Is All We Need to Win the Lottery ICLR 2025 Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network CVPR 2025 Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation IJCNLP 2025 Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation EMNLP 2025 FIRING-Net: A filtered feature recycling network for speech enhancement ICLR 2025 Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond ICLR 2025 FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware ICLR 2025 Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks ICLR 2025 Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions ICML 2025