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data augmentation

3,121 papers

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Also known as

DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer EACL 2026 Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026 Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning AAAI 2026 FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation WACV 2026 GCImOpt: Learning efficient goal-conditioned policies by imitating optimal trajectories L4DC 2026 Generalizable Co-Salient Object Detection via Mixed Content-Style Modulation CVPR 2026 Generating Risky Samples with Conformity Constraints via Diffusion Models AAAI 2026 GheGheGhe at SemEval-2026 Task 11: Decoupling Logic from Belief with Bias-Targeted Fine-Tuning and Neuro-Symbolic Syllogistic Reasoning SemEval 2026 GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis AAAI 2026 GUNLP at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection (PsyCoMark) SemEval 2026 Habib University at SemEval-2026 Task 3: A Pipeline Approach for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 HAP: Harmonized Amplitude Perturbation for Cross-Domain Few-Shot Learning AAAI 2026 Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification AAAI 2026 HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation CVPR 2026 Hidetsune at SemEval-2026 Task 10: A Systematic Exploration of Training and Inference Strategies for Detecting Conspiracy Beliefs SemEval 2026 HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models AAAI 2026 hllwan at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via LLM Feature Fusion and Test-Time Adaptation SemEval 2026 How DDAIR you? Disambiguated Data Augmentation for Intent Recognition EACL 2026 HU at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Hyperbolic Defect Feature Synthesis for Few-Shot Defect Classification CVPR 2026 ImageNet-sES: A First Systematic Study of Sensor-Environment Simulation Anchored by Real Recaptures WACV 2026 Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026 InterPrior: Scaling Generative Control for Physics-Based Human-Object Interactions CVPR 2026 Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents EACL 2026 Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026