conftrace_

small dataset

13 papers

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Co-occurring keywords

generative model (2892) deep learning (2118) data augmentation (3052) model initialization (32) deep transformer (15) initialization scheme (8) transformer optimization (24) deep neural network (1803) neural network optimization (1293) transfer learning (5449)

Papers

Neural Architecture for Fast and Reliable Coagulation Assessment in Clinical Settings: Leveraging Thromboelastography AAAI 2026
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NIPS 2024
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NIPS 2024
Identification of Dialect for Eastern and Southwestern Ojibwe Words Using a Small Corpus ACL 2023
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022
Knowledge Evolution in Neural Networks CVPR 2021
Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT ACL 2021
Optimizing Deeper Transformers on Small Datasets IJCNLP 2021
TransferI2I: Transfer Learning for Image-to-Image Translation From Small Datasets ICCV 2021
Optimizing Deeper Transformers on Small Datasets ACL 2021
Deep Learning on Small Datasets without Pre-Training using Cosine Loss WACV 2020
Deep Ordinal Regression Based on Data Relationship for Small Datasets IJCAI 2017