Domain Generalization

PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt Mixtures AAAI 2026 Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026 QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain WACV 2026 ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection AAAI 2026 Rethinking Open-world Prompt Tuning: A Systematic Framework for Evaluation and Optimization AAAI 2026 R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization WACV 2026 RobustGait: Robustness Analysis for Appearance Based Gait Recognition WACV 2026 RobusTor3D: Robust Multimodal 3D Object Detector for Autonomous Driving by Vision-Language Knowledge Blending AAAI 2026 SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias AAAI 2026 Scaling Cultural Resources for Improving Generative Models EACL 2026 Scene-Aware Spatiotemporal Generalization: Towards Robust Temporal Action Detection Across Domains AAAI 2026 SeaClips: A Video Dataset for Maritime Object Detection. WACV 2026 Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection WACV 2026 Shaping Parameter Contribution Patterns for Out-of-Distribution Detection AAAI 2026 SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026 Simulating Distribution Dynamics: Liquid Temporal Feature Evolution for Single-Domain Generalized Object Detection AAAI 2026 Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains WACV 2026 SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space EACL 2026 Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization AAAI 2026 SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening AAAI 2026 The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026 Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026 Towards Privacy-Protected Generalized Gaze Estimation Using Diffusion Models and Domain Stability Adaptation Framework AAAI 2026 Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation AAAI 2026 TWINFUZZ: Dual-Model Fuzzing for Robustness Generalization in Deep Learning AAAI 2026