conftrace_

data augmentation

3,121 papers

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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

Physically-Based LiDAR Smoke Simulation for Robust 3D Object Detection AAAI 2026 PolaFusion at SemEval-2026 Task 9: Ensemble Transformers with Targeted Augmentation for Multilingual Polarization Detection SemEval 2026 PolDeck at SemEval-2026 Task 9: Multilingual Online Polarization Detection via Hybrid Model Ensembling and Data Augmentation SemEval 2026 PRUE: A Practical Recipe for Field Boundary Segmentation at Scale CVPR 2026 REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text Detection EACL 2026 Regulating Rather than Constraining: Adaptive Guidance for Complex Spectral Reconstruction in Pansharpening CVPR 2026 REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026 Rethinking Latent Variable in Learned Image Compression WACV 2026 Revisiting the Reliability of Language Models in Instruction-Following ACL 2026 R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026 SAIR-Comb : A Structure-Aware Iterative Refinement Framework for Combinatorics Autoformalization ACL 2026 Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026 Segmentation Fault at SemEval-2026 Task 13: A Regularization-First Approach with Generator-Based Out-of-Distribution Splits for Detecting AI-Generated Code SemEval 2026 Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint) AAAI 2026 Semantic-Aware Data Augmentation for Sequential Recommendation AAAI 2026 Semi-Supervised Regression by Preserving Ranking Relationships Between Close Unlabeled Samples AAAI 2026 Semi-Synthetic Localization Datasets for Radiological Findings on Chest X-Rays MIDL 2026 SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation WACV 2026 Shaping Without Tearing: Controllable Diffeomorphic Deformations for Topology-Preserving 3D Point Cloud Augmentation AAAI 2026 SLPGFJWUInsa at SemEval-2026 Task 1: Enhancing Linguistic Creativity for English Text-Based Humor SemEval 2026 SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control AAAI 2026 Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization AAAI 2026 SRCB at SemEval-2026 Task 3: Boosting DimASR via Contrastive LLM-Based Data Augmentation SemEval 2026 StanceLab at SemEval-2026 Task 9: Addressing Class Imbalance in Multilingual Polarization Detection SemEval 2026 Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation MIDL 2026