domain generalization

Invariant Random Forest: Tree-Based Model Solution for OOD Generalization AAAI 2024 Investigating the Generalizability of Pretrained Language Models across Multiple Dimensions: A Case Study of NLI and MRC EMNLP 2024 Is Multiple Object Tracking a Matter of Specialization? NeurIPS 2024 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection CVPR 2024 LASO: Language-guided Affordance Segmentation on 3D Object CVPR 2024 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024 Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time ICLR 2024 Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 2024 Learning Conditional Invariances through Non-Commutativity ICLR 2024 Learning Content-Enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation AAAI 2024 Learning Degradation-Independent Representations for Camera ISP Pipelines CVPR 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NeurIPS 2024 Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024 Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024 Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients ICLR 2024 Learning to Reweight for Generalizable Graph Neural Network AAAI 2024 Learning Under Random Distributional Shifts AISTATS 2024 Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection NAACL 2024 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024 LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization NeurIPS 2024 Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance ICLR 2024 Local and Global Flatness for Federated Domain Generalization ECCV 2024 Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NeurIPS 2024 Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains AAAI 2024 Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024