Domain Generalization

INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025 Intermediate Layer Classifiers for OOD generalization ICLR 2025 Is Large-scale Pretraining the Secret to Good Domain Generalization? ICLR 2025 Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist ICLR 2025 Language Models are Universal Embedders ACL 2025 LastingBench: Defend Benchmarks Against Knowledge Leakage EMNLP 2025 Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection COLING 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025 Learning Real Facial Concepts for Independent Deepfake Detection IJCAI 2025 Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025 Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025 Learning to Align: Addressing Character Frequency Distribution Shifts in Handwritten Text Recognition EMNLP 2025 Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025 Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025 LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations WACV 2025 LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models CVPR 2025 Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025 Low-Biased General Annotated Dataset Generation CVPR 2025 Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation CVPR 2025 MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025 MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025 MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025 Mind the (Language) Gap: Towards Probing Numerical and Cross-Lingual Limits of LVLMs EMNLP 2025 Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025