Application Areas

FiMMIA: scaling semantic perturbation-based membership inference across modalities EACL 2026 Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding AAAI 2026 Fine-Grained Image Retrieval via Dual-Vision Adaptation AAAI 2026 Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty AAAI 2026 FIRM-MoE:Fine-GrainedExpert Decomposition for Resource-Adaptive MoE Inference AAAI 2026 First-Order Error Matters: Accurate Compensation for Quantized Large Language Models AAAI 2026 FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer AAAI 2026 FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models AAAI 2026 Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping WACV 2026 Flora: Effortless Context Construction to Arbitrary Length and Scale AAAI 2026 FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation AAAI 2026 Flow-Based Knowledge Transfer for Efficient Large Model Distillation AAAI 2026 FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation WACV 2026 Flow-Induced Diagonal Gaussian Processes AAAI 2026 FLRQ: Faster LLM Quantization with Flexible Low-Rank Matrix Sketching AAAI 2026 Food Image Generation on Multi-Noun Categories WACV 2026 Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare AAAI 2026 Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation 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 Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data AAAI 2026 Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation AAAI 2026 Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification AAAI 2026 Frequency-Dependent Scheduled Schrödinger Bridge for Underwater Acoustic Signal Denoising AAAI 2026 Frequency Is What You Need: Considering Word Frequency When Text Masking Benefits Vision-Language Model Pre-training WACV 2026