neural network training

A Multi-Objective Optimization Framework for Adaptive Weighting in Physics-Informed Machine Learning AAAI 2026 Explore and Establish Synergistic Effects Between Weight Pruning and Coreset Selection in Neural Network Training AAAI 2026 FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction AAAI 2026 Jump-teaching: Combating Sample Selection Bias via Temporal Disagreement AAAI 2026 Post Training Quantization for Efficient Dataset Condensation AAAI 2026 T-SKM-Net: Trainable Neural Network Framework for Linear Constraint Satisfaction via Sampling Kaczmarz-Motzkin Method AAAI 2026 AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent AAAI 2025 ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks ICLR 2025 Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 Explicit and Implicit Graduated Optimization in Deep Neural Networks AAAI 2025 HVAdam: A Full-Dimension Adaptive Optimizer AAAI 2025 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025 Memory-Efficient 4-bit Preconditioned Stochastic Optimization ICCV 2025 Monitoring Primitive Interactions During the Training of DNNs AAAI 2025 Natural Perturbations for Black-box Training of Neural Networks by Zeroth-Order Optimization ICML 2025 Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning JMLR 2025 On the Hardness of Training Deep Neural Networks Discretely AAAI 2025 On the O(sqrt(d)/T^(1/4)) Convergence Rate of RMSProp and Its Momentum Extension Measured by l_1 Norm JMLR 2025 PRDP: Progressively Refined Differentiable Physics ICLR 2025 Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis ICLR 2025 RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs ICLR 2025 Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025 Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025