Deep Learning

Factorize, Reconstruct, Enhance: A Unified Framework for Multimodal Sentiment Analysis CVPR 2026 FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ACL 2026 FAE-Net: Fashion Attribute Editing via Disentangled Latent Conditioning in Diffusion Models WACV 2026 FailureAtlas: Mapping the Failure Landscape of T2I Models via Active Exploration CVPR 2026 Failure Modes for Deep Learning-Based Online Mapping: How to Measure and Address Them CVPR 2026 Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression AAAI 2026 FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026 Fair Graph Learning with Limited Sensitive Attribute Information AAAI 2026 FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates AAAI 2026 FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants CVPR 2026 Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface CVPR 2026 FaithFusion: Harmonizing Reconstruction and Generation via Pixel-wise Information Gain CVPR 2026 FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment CVPR 2026 FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework AAAI 2026 FantasyStyle: Controllable Stylized Distillation for 3D Gaussian Splatting AAAI 2026 FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation AAAI 2026 FantasyVLN: Unified Multimodal Chain-of-Thought Reasoning for Vision-and-Language Navigation CVPR 2026 FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration CVPR 2026 Farhan Nafis Rayhan at SemEval-2026 Task 13: Supervised Contrastive Learning Approach with Gated Multiclass Decomposition Ensemble Architecture for Code Authorship Identification SemEval 2026 FARMER: Flow AutoRegressive Transformer over Pixels CVPR 2026 FARM: Frame-Accelerated Augmentation and Residual Mixture-of-Experts for Physics-Based High-Dynamic Humanoid Control AAAI 2026 FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization AAAI 2026 Fast3Dcache: Training-free 3D Geometry Synthesis Acceleration CVPR 2026 Fast 3D Surrogate Modeling for Data Center Thermal Management AAAI 2026 Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization ACL 2026