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synthetic sample

16 papers

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Co-occurring keywords

knowledge distillation (3725) synthetic data generation (590) synthetic sample generation (5) generative adversarial network (1944) data-free learning (54) model compression (3302) imbalanced classification (77) synthetic datum (765) machine unlearning (290) contrastive learning (4032)

Papers

Explaining Differences Between Model Pairs in Natural Language through Sample Learning EMNLP 2025
Zero-Shot Class Unlearning in CLIP with Synthetic Samples WACV 2025
Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning AAAI 2025
Toward Efficient Data-Free Unlearning AAAI 2025
Deep Classifier Mimicry without Data Access AISTATS 2024
Small Scale Data-Free Knowledge Distillation CVPR 2024
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023
Hard Sample Matters a Lot in Zero-Shot Quantization CVPR 2023
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ACL 2022
ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data ACML 2021
Interpretable Minority Synthesis for Imbalanced Classification IJCAI 2021
Demodalizing Face Recognition with Synthetic Samples AAAI 2021
Symmetrical Synthesis for Deep Metric Learning AAAI 2020
The Knowledge Within: Methods for Data-Free Model Compression CVPR 2020
Oversampling for Imbalanced Data via Optimal Transport AAAI 2019