Techniques

Factor Graph-based Interpretable Neural Networks ICLR 2025 Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025 Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint AAAI 2025 FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025 Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree AAAI 2025 Fast and Low-Cost Genomic Foundation Models via Outlier Removal ICML 2025 Fast and Slow Gradient Approximation for Binary Neural Network Optimization AAAI 2025 FAST: Efficient Action Tokenization for Vision-Language-Action Models RSS 2025 FASTER: A Font-Agnostic Scene Text Editing and Rendering Framework WACV 2025 Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025 Fast Feedforward 3D Gaussian Splatting Compression ICLR 2025 FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction ICCV 2025 Fast Training of Sinusoidal Neural Fields via Scaling Initialization ICLR 2025 FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection AAAI 2025 Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models EMNLP 2025 Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids Interspeech 2025 Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry ICML 2025 Features are fate: a theory of transfer learning in high-dimensional regression ICML 2025 Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework ICML 2025 FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence ICML 2025 Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics ICLR 2025 FG-CLIP: Fine-Grained Visual and Textual Alignment ICML 2025 FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation AAAI 2025 FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs CVPR 2025 Finetune Large Pre-Trained Model Based on Frequency-Wise Multi-Query Attention Pooling for Anomalous Sound Detection Interspeech 2025