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dataset synthesis

11 papers

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Co-occurring keywords · papers mentioning both

data synthesis (3) data augmentation (3) large language model (2) dataset distillation (2) knowledge distillation (2) text classification (2) transfer learning (2) semantic segmentation (2) chain-of-thoughts (1) 3d object dataset (1)

Papers

Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? ICML 2025 GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring NeurIPS 2024 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024 A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023 AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ACL 2023 Generating Synthetic Datasets by Interpolating along Generalized Geodesics UAI 2023 Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023 Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint AAAI 2023 BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022 Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022