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

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

DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026

Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026

From Attribution to Action: Jointly ALIGNing Predictions and Explanations 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

ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization AAAI 2026

MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization AAAI 2026

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

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

PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning AAAI 2026

ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models AAAI 2026

Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization AAAI 2026

ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection AAAI 2026

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

Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025

What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization ICCV 2025

Geometric Alignment and Prior Modulation for View-Guided Point Cloud Completion on Unseen Categories ICCV 2025