Domain Generalization

Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024 Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024 MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024 Non-stationary Domain Generalization: Theory and Algorithm UAI 2024 Object-Aware Domain Generalization for Object Detection AAAI 2024 Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization ICLR 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NeurIPS 2024 ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization CVPR 2023 Breaking Correlation Shift via Conditional Invariant Regularizer ICLR 2023 Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories ICLR 2023 Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023 Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023 Decompose to Generalize: Species-Generalized Animal Pose Estimation ICLR 2023 Deja Vu: Continual Model Generalization for Unseen Domains ICLR 2023 Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization ACL 2023 Domain-General Crowd Counting in Unseen Scenarios AAAI 2023 Domain Generalization via Heckman-type Selection Models ICLR 2023 Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023 Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023 GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts CVPR 2023 Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation AAAI 2023 G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023 Instance-Aware Domain Generalization for Face Anti-Spoofing CVPR 2023 Meta-forests: Domain generalization on random forests with meta-learning ACML 2023