Domain Generalization

Learning to Transform Dynamically for Better Adversarial Transferability CVPR 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 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 LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024 Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024 Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024 MetaVers: Meta-Learned Versatile Representations for Personalized Federated Learning WACV 2024 Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors AISTATS 2024 Mind the Graph When Balancing Data for Fairness or Robustness NeurIPS 2024 Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID WACV 2024 Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024 Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention CVPR 2024 MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024 Multilingual Diversity Improves Vision-Language Representations NeurIPS 2024 Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024 Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization AAAI 2024 Navigating Beyond Dropout: An Intriguing Solution towards Generalizable Image Super Resolution CVPR 2024 NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024