conftrace_

out-of-distribution generalization

408 papers

Explore in graph

Also known as

OOD GENERALIZATION

Co-occurring keywords

domain generalization (1522) distribution shift (722) representation learning (6206) spurious correlation (279) causal inference (1630) large language model (13587) graph neural network (3962) domain adaptation (4595) transfer learning (5449) data augmentation (3052)

Papers

Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline EMNLP 2025
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025
Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025
RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025
Exploring Explanations Improves the Robustness of In-Context Learning ACL 2025
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning ACL 2025
ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization IJCAI 2025
Federated Domain Generalization with Decision Insight Matrix IJCAI 2025
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics COLING 2025
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks IJCAI 2025
AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025
A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI ACL 2025
On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning COLING 2025
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025
Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025
Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
Enhancing Transformers for Generalizable First-Order Logical Entailment ACL 2025
Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025
Reinforcement Learning with Supervised Alignment EMNLP 2025
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation MIDL 2025