Neural Networks

Probably Approximately Global Robustness Certification ICML 2025 Probing Neural Network Generalization using Default Patterns NAACL 2025 Profiling neural grammar induction on morphemically tokenised child-directed speech NAACL 2025 Projection Head is Secretly an Information Bottleneck ICLR 2025 ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation AAAI 2025 ProtoCar: Learning 3D Vehicle Prototypes from Single-View and Unconstrained Driving Scene Images AAAI 2025 Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025 Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging CVPR 2025 P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS ICLR 2025 PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration AAAI 2025 PULSE: Physiological Understanding with Liquid Signal Extraction WACV 2025 Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models Interspeech 2025 PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition ICLR 2025 QCNN-MFND: A Novel Quantum CNN Framework for Multimodal Fake News Detection in Social Media AACL 2025 QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression AAAI 2025 QP-SNN: Quantized and Pruned Spiking Neural Networks ICLR 2025 Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025 Quaffure: Real-Time Quasi-Static Neural Hair Simulation CVPR 2025 Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models ICML 2025 Quanta Neural Networks: From Photons to Perception ICCV 2025 Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations ICLR 2025 Quantum-Enhanced Gated Recurrent Units for Part-of-Speech Tagging AACL 2025 QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025 Query Quantized Neural SLAM AAAI 2025 QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization ICCV 2025