Machine Learning

ForestSplats: Deformable Transient Field for Gaussian Splatting in the Wild WACV 2026 Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026 ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model AAAI 2026 Forget Less by Learning from Parents Through Hierarchical Relationships AAAI 2026 Forget Less by Learning Together through Concept Consolidation WACV 2026 Forgetting by Pruning: Data Deletion in Join Cardinality Estimation AAAI 2026 Forgetting Knowledge Localization and Isolation for Continual Forgetting of Pre-trained Vision Models AAAI 2026 Forget What Has Seen: Selective Concept Unlearning in Segmentation Foundation Models AAAI 2026 Formal Abductive Latent Explanations for Prototype-Based Networks AAAI 2026 Formalizing Task-Space Complexity for Zero-Shot Generalization L4DC 2026 Formal Verification of Neural ODE for Safety Evaluation in Autonomous Vehicles AAAI 2026 Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data AAAI 2026 Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026 Foundation Encoders Are All You Need for Preference-Aware Personalization CVPR 2026 Foundations of Safe Online Reinforcement Learning in the Linear Quadratic Regulator: √T-Regret L4DC 2026 Fourier Weak SINDy: Spectral Test Function Selection for Robust Model Identification L4DC 2026 FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions AAAI 2026 Fractured Glass, Failing Cameras: Simulating Physics-Based Adversarial Samples for Autonomous Driving Systems AAAI 2026 Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation AAAI 2026 FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence AAAI 2026 FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition AAAI 2026 FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation AAAI 2026 FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting AAAI 2026 FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026 Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification AAAI 2026