domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

MegaCoin: Enhancing Medium-Grained Color Perception for Vision-Language Models AAAI 2026

GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction AAAI 2026

Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026

Federated Cross-Modal Style-Aware Prompt Generation (Student Abstract) AAAI 2026

MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026

Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation AAAI 2026

Scene-Aware Spatiotemporal Generalization: Towards Robust Temporal Action Detection Across Domains AAAI 2026

Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters AAAI 2026

Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation AAAI 2026

FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation AAAI 2026

BeyondSparse: Facilitating Mamba to Enhance Cross-Domain 3D Semantic Segmentation in Adverse Weather AAAI 2026

FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification AAAI 2026

SeaClips: A Video Dataset for Maritime Object Detection. WACV 2026

Generalization of Real World Video Deblurring By Image-to-Image Translation WACV 2026

QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain WACV 2026

Deepfake Detection that Generalizes Across Benchmarks WACV 2026

ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data WACV 2026

ImageNet-sES: A First Systematic Study of Sensor-Environment Simulation Anchored by Real Recaptures WACV 2026

Pretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets WACV 2026

DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition WACV 2026

Can We Challenge Open-Vocabulary Object Detectors with Generated Content in Street Scenes? WACV 2026

SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026

PromptGAR: Flexible Promptive Group Activity Recognition WACV 2026

Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains WACV 2026

Exploring Generalizable Remote Sensing Change Detection via Low-Rank Exchange Adaptation of Vision Foundation Model AAAI 2026