Domain Generalization

Input-gradient space particle inference for neural network ensembles ICLR 2024 INQUIRE: A Natural World Text-to-Image Retrieval Benchmark NeurIPS 2024 In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024 InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists ICLR 2024 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification NeurIPS 2024 Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024 Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks EMNLP 2024 Is Multiple Object Tracking a Matter of Specialization? NeurIPS 2024 It Ain’t That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models IJCAI 2024 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection CVPR 2024 Label-Efficient Group Robustness via Out-of-Distribution Concept Curation 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 LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024 Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 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 Degradation-unaware Representation with Prior-based Latent Transformations for Blind Face Restoration 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 Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain COLING 2024 Learning to Reweight for Generalizable Graph Neural Network AAAI 2024