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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

RRM: Robust Reward Model Training Mitigates Reward Hacking ICLR 2025 Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025 RuleR: Improving LLM Controllability by Rule-based Data Recycling NAACL 2025 Scaling Low-Resource MT via Synthetic Data Generation with LLMs EMNLP 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design IJCAI 2025 scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data ICML 2025 SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025 Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025 SemEval-2025 Task 9: The Food Hazard Detection Challenge SemEval 2025 Semi-supervised Infrared Small Target Detection with Thermodynamic-Inspired Uneven Perturbation and Confidence Adaptation AAAI 2025 Sequence Modeling for Time-Optimal Quadrotor Trajectory Optimization with Sampling-based Robustness Analysis CoRL 2025 Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation NAACL 2025 Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation RSS 2025 Simple, Good, Fast: Self-Supervised World Models Free of Baggage ICLR 2025 SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025 Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025 Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches ICLR 2025 Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning ICML 2025 SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025 Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking IJCNLP 2025 SpeechMLC: Speech Multi-label Classification Interspeech 2025 Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025