Neural Networks

Inductive Gradient Adjustment for Spectral Bias in Implicit Neural Representations ICML 2025 Infant Cry Emotion Recognition Using Improved ECAPA-TDNN with Multi-scale Feature Fusion and Attention Enhancement Interspeech 2025 Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 Information-Bottleneck Driven Binary Neural Network for Change Detection ICCV 2025 Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting ICML 2025 Information-theoretic reduction of deep neural networks to linear models in the overparametrized proportional regime COLT 2025 INFOTEC-NLP at SemEval-2025 Task 11: A Case Study on Transformer-Based Models and Bag of Words SemEval 2025 Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025 IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025 Inner Information Analysis Algorithm for Deep Neural Network based on Community ICLR 2025 Insightful Instance Features for 3D Instance Segmentation CVPR 2025 Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting CVPR 2025 InstantSticker: Realistic Decal Blending via Disentangled Object Reconstruction AAAI 2025 Integral Fast Fourier Color Constancy CVPR 2025 Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention ICLR 2025 Interactive Training: Feedback-Driven Neural Network Optimization EMNLP 2025 Intermediate Layer Classifiers for OOD generalization ICLR 2025 Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems ICML 2025 Interpretable Global Minima of Deep ReLU Neural Networks on Sequentially Separable Data JMLR 2025 Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025 Interpreting CLIP with Hierarchical Sparse Autoencoders ICML 2025 Intrinsic User-Centric Interpretability through Global Mixture of Experts ICLR 2025 Inverse Image-Based Rendering for Light Field Generation from Single Images ICCV 2025 Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems AISTATS 2025 Investigating the Overlooked Hessian Structure: From CNNs to LLMs ICML 2025