Deep Learning

FedRAC: Rolling Submodel Allocation for Collaborative Fairness in Federated Learning CVPR 2026 FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning CVPR 2026 FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026 FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification AAAI 2026 FedSDR: Federated Graph Learning with Structural Noise Detection and Reconstruction CVPR 2026 FedSkeleton: Secure Multi-Party Graph Skeleton Construction for Privacy-Preserving Federated Time-Series Forecasting AAAI 2026 Feedback Alignment Meets Low-Rank Manifolds: A Structured Recipe for Local Learning WACV 2026 Feed-Forward One-Shot Animatable Textured Mesh Avatar Reconstruction CVPR 2026 FENIX: Enabling In-Network DNN Inference with FPGA-Enhanced Programmable Switches NSDI 2026 FER at SemEval-2026 Task 6: Analysis of Different Approaches to Unmasking Political Question Evasions SemEval 2026 FeTS: A Feature-Aware Framework for Time Series Forecasting AAAI 2026 Few-shot Acoustic Synthesis with Multimodal Flow Matching CVPR 2026 Few-Shot Hybrid Incremental Learning:Continually Learning under Data Scarcity and Task Uncertainty CVPR 2026 Few-Shot Incremental 3D Object Detection in Dynamic Indoor Environments CVPR 2026 Few-Step Diffusion Sampling Through Instance-Aware Discretizations CVPR 2026 Few-step Flow for 3D Generation via Marginal-Data Transport Distillation AAAI 2026 FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing CVPR 2026 FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction AAAI 2026 FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026 FG-Portrait: 3D Flow Guided Editable Portrait Animation CVPR 2026 FHAvatar: Fast and High-Fidelity Reconstruction of Face-and-Hair Composable 3D Head Avatar from Few Casual Captures CVPR 2026 FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing AAAI 2026 Fidelity-Aware Recommendation Explanations via Stochastic Path Integration AAAI 2026 FiDeSR: High-Fidelity and Detail-Preserving One-Step Diffusion Super-Resolution CVPR 2026 FIGMA: Towards FIne-Grained Music retrievAl ACL 2026