Neural Networks

Flow-field inference from neural data using deep recurrent networks ICML 2025 FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation AAAI 2025 FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases ICCV 2025 FMPM-DNet: Hyperspectral Pansharpening Dynamic Network Based on Feature Modulation and Probability Mask AAAI 2025 FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients AAAI 2025 Focal Modulation Network: A Novel Solution for Polyphonic Music Instrument Recognition without Attention and Aggregation Strategy Interspeech 2025 Focal Split: Untethered Snapshot Depth from Differential Defocus CVPR 2025 Forensic-MoE: Exploring Comprehensive Synthetic Image Detection Traces with Mixture of Experts ICCV 2025 ForgDiffuser: General Image Forgery Localization with Diffusion Models IJCAI 2025 FORGETTER with forgetful hyperparameters and recurring sleeps can continue to learn beyond normal overtfitting limits EMNLP 2025 Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network AAAI 2025 Formal Synthesis of Safe Kolmogorov-Arnold Network Controllers with Barrier Certificates IJCAI 2025 Formation of Representations in Neural Networks ICLR 2025 Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models ICLR 2025 Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views CVPR 2025 FreeTimeGS: Free Gaussian Primitives at Anytime Anywhere for Dynamic Scene Reconstruction CVPR 2025 FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers IJCAI 2025 Frequency-Biased Synergistic Design for Image Compression and Compensation CVPR 2025 Frequency Dynamic Convolution for Dense Image Prediction CVPR 2025 FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images CVPR 2025 From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport CVPR 2025 From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech CVPR 2025 From Isolates to Families: Using Neural Networks for Automated Language Affiliation ACL 2025 From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology Interspeech 2025 From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning ICML 2025