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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Improving Cross-Lingual CSR Classification Using Pretrained Transformers with Variable Selection Networks and Data Augmentation COLING 2024
Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024
QuickRender: A Photorealistic Procedurally Generated Dataset with Applications to Super Resolution (Student Abstract) AAAI 2024
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning ACML 2024
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024
Managing Fine-grained Metadata for Text Bases in Extremely Low Resource Languages: The Cases of Two Regional Languages of France COLING 2024
Continual Learning in the Frequency Domain NIPS 2024
Image Captioning with Multi-Context Synthetic Data AAAI 2024
Limitations of Face Image Generation AAAI 2024
Overcoming Early Saturation on Low-Resource Languages in Multilingual Dependency Parsing COLING 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024
VIGC: Visual Instruction Generation and Correction AAAI 2024
Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024
Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation AAAI 2024
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024
Detection and Defense of Unlearnable Examples AAAI 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Federated Partial Label Learning with Local-Adaptive Augmentation and Regularization AAAI 2024