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

Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026

FedSDWC: Federated Synergistic Dual-Representation Weak Causal Learning for OOD AAAI 2026

Robust Detection of Synthetic Tabular Data Under Schema Variability AAAI 2026

Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026

Fair Domain Generalization: An Information-Theoretic View 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

Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026

XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026

Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation AAAI 2026

Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization AAAI 2026

Augmentation-invariant Learning Strategy via Data Augmentation for Improving Model Generalization AAAI 2026

Instance-Guided Scene Adaptation for Unsupervised Person Search AAAI 2026

Explicit Modeling of Causal Factors and Confounders for Image Classification AAAI 2026

SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias AAAI 2026