semantic augmentation

DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026 Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection CVPR 2026 SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026 Semantic-Augmented Image Clustering via Adaptive Multi-Modal Collaboration AAAI 2026 GNN-Transformer Task Planning Enhanced with Semantic-Driven Data Augmentation AAAI 2025 Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering EMNLP 2024 Domain Gap Embeddings for Generative Dataset Augmentation CVPR 2024 Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models NeurIPS 2024 UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024 CLIP the Gap: A Single Domain Generalization Approach for Object Detection CVPR 2023 GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023 Grounding the Lexical Substitution Task in Entailment ACL 2023 PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation EMNLP 2023 SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines AAAI 2023 Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022 DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022 Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification AAAI 2022 Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022 Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts ACL 2022 Are These From the Same Place? Seeing the Unseen in Cross-View Image Geo-Localization WACV 2021 Class-Incremental Learning via Dual Augmentation NeurIPS 2021 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021 MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition CVPR 2021 Transferable Semantic Augmentation for Domain Adaptation CVPR 2021 Named Entity Recognition for Social Media Texts with Semantic Augmentation EMNLP 2020