Neural Networks

Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising AAAI 2025 Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning JMLR 2025 Nonparametric Modern Hopfield Models ICML 2025 No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views ICCV 2025 Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features ICCV 2025 Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks ICML 2025 NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel ICML 2025 NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics CVPR 2025 Number Theoretic Accelerated Learning of Physics-Informed Neural Networks AAAI 2025 Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset CVPR 2025 Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025 Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition CVPR 2025 OccMamba: Semantic Occupancy Prediction with State Space Models CVPR 2025 ODE-based Smoothing Neural Network for Reinforcement Learning Tasks ICLR 2025 OffsetOPT: Explicit Surface Reconstruction without Normals CVPR 2025 OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition AAAI 2025 OmniGS: Fast Radiance Field Reconstruction using Omnidirectional Gaussian Splatting WACV 2025 Omni-Perception: Omnidirectional Collision Avoidance of Legged Robots in Dynamic Environments CoRL 2025 On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding ICLR 2025 On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation ICLR 2025 One-dimensional Path Convolution ICML 2025 One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment ICLR 2025 On Generalization Bounds for Neural Networks with Low Rank Layers ALT 2025 Online Dense Point Tracking with Streaming Memory ICCV 2025 On Neural BRDFs: A Thorough Comparison of State-of-the-Art Approaches WACV 2025