Techniques

Feature Integration Spaces: Joint Training Reveals Dual Encoding in Neural Network Representations AAAI 2026 FedBRICK: Structural Bias Aware Heterogeneous Foundation Model Federated Tuning AAAI 2026 FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026 FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026 FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion AAAI 2026 FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models CVPR 2026 Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026 FLAG-4D: Flow-Guided Local-Global Dual-Deformation Model for 4D Reconstruction AAAI 2026 Flexible Concept Bottleneck Model AAAI 2026 FloorPlanFormer: Multi-Task Transformer Network for Floor Plan Recognition with Outer-to-Inner Feature Refinement AAAI 2026 FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation AAAI 2026 Forgetting Knowledge Localization and Isolation for Continual Forgetting of Pre-trained Vision Models AAAI 2026 FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection AAAI 2026 FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation AAAI 2026 FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026 Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection AAAI 2026 FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026 From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry EACL 2026 From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion ACL 2026 From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation EACL 2026 From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026 Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026 F-ViTA: Foundation Model Guided Visible to Infrared Translation WACV 2026 FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation AAAI 2026 Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs ACL 2026