Neural Networks

From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics ICLR 2025 From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective CVPR 2025 Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization AutoML 2025 FSHNet: Fully Sparse Hybrid Network for 3D Object Detection CVPR 2025 FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025 Functional Connectomes of Neural Networks AAAI 2025 Function-Space Learning Rates ICML 2025 Function-Space MCMC for Bayesian Wide Neural Networks AISTATS 2025 Fusion of Granular-Ball Visual Spatial Representations for Enhanced Facial Expression Recognition IJCAI 2025 Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP ICCV 2025 GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI MIDL 2025 GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction CVPR 2025 Gated Recurrent Neural Networks with Weighted Time-Delay Feedback AISTATS 2025 GaussianBeV : 3D Gaussian Representation Meets Perception Models for BeV Segmentation WACV 2025 Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping ICLR 2025 GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution AAAI 2025 GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects ICCV 2025 GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting ICCV 2025 GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud AAAI 2025 GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule ICCV 2025 Generalizable Motion Planning via Operator Learning ICLR 2025 Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks ICLR 2025 Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution ICCV 2025 Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025 Generative Gaussian Splatting for Unbounded 3D City Generation CVPR 2025