Neural Networks

IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising ICCV 2025 IDInit: A Universal and Stable Initialization Method for Neural Network Training ICLR 2025 ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks IJCAI 2025 Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation CVPR 2025 IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling ICML 2025 Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025 Implicit Correspondence Learning for Image-to-Point Cloud Registration CVPR 2025 Implicit Language Models are RNNs: Balancing Parallelization and Expressivity ICML 2025 Implicit Neural Surface Deformation with Explicit Velocity Fields ICLR 2025 Improving Accuracy of Low-resource ASR using Rule-Based Character Constituency Loss (RBCCL) COLING 2025 Improving brain disorder diagnosis with advanced brain function representation and Kolmogorov-Arnold Networks MIDL 2025 Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention WACV 2025 Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks ICLR 2025 Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization AAAI 2025 Improving Memory Efficiency for Training KANs via Meta Learning ICML 2025 Improving Neural Network Accuracy by Concurrently Training with a Twin Network ICLR 2025 Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling WACV 2025 Improving Transferable Targeted Attacks with Feature Tuning Mixup CVPR 2025 Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025 IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction ICML 2025 Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model CVPR 2025 Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 2025 Incorporating Arbitrary Matrix Group Equivariance into KANs ICML 2025 Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction IJCAI 2025 Indian Sign Language Recognition and Translation into Odia AACL 2025