Domain Generalization

Taming False Positives in Out-of-Distribution Detection with Human Feedback AISTATS 2024 Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation CVPR 2024 Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024 Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024 Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024 TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NeurIPS 2024 The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NeurIPS 2024 THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation RSS 2024 The Effectiveness of Random Forgetting for Robust Generalization ICLR 2024 The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological Segmentation NAACL 2024 The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning AAAI 2024 The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach Interspeech 2024 The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NeurIPS 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS 2024 Toward More Generalized Malicious URL Detection Models AAAI 2024 Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization NAACL 2024 Towards Building the LEMI Readability Platform for Children’s Literature in the Romanian Language COLING 2024 Towards Calibrated Robust Fine-Tuning of Vision-Language Models NeurIPS 2024 Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NeurIPS 2024 Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024 Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning ICLR 2024 Towards Domain-Aware Knowledge Distillation for Continual Model Generalization WACV 2024 Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization ICLR 2024 Towards Expressive Zero-Shot Speech Synthesis with Hierarchical Prosody Modeling Interspeech 2024 Towards generalisable and calibrated audio deepfake detection with self-supervised representations Interspeech 2024