Daphna Weinshall
Hebrew University of Jerusalem
H-index: 52
Asia-Israel
Top articles of Daphna Weinshall
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Semi-supervised learning in the few-shot zero-shot scenario | arXiv preprint arXiv:2308.14119 | Noam Fluss Guy Hacohen Daphna Weinshall | 2023/8/27 |
How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget | Guy Hacohen Daphna Weinshall | 2023/6 | |
Relearning Forgotten Knowledge: on Forgetting, Overfit and Training-Free Ensembles of DNNs | arXiv preprint arXiv:2310.11094 | Uri Stern Daphna Weinshall | 2023/10/17 |
United We Stand: Using Epoch-wise Agreement of Ensembles to Combat Overfit | Uri Stern Daniel Shwartz Daphna Weinshall | 2023/10/17 | |
Pruning the unlabeled data to improve semi-supervised learning | arXiv preprint arXiv:2308.14058 | Guy Hacohen Daphna Weinshall | 2023/8/27 |
Principal components bias in over-parameterized linear models, and its manifestation in deep neural networks | Journal of Machine Learning Research | Guy Hacohen Daphna Weinshall | 2022 |
The grammar-learning trajectories of neural language models | arXiv preprint arXiv:2109.06096 | Leshem Choshen Guy Hacohen Daphna Weinshall Omri Abend | 2021/9/13 |
The Dynamic of Consensus in Deep Networks and the Identification of Noisy Labels | arXiv preprint arXiv:2210.00583 | Daniel Shwartz Uri Stern Daphna Weinshall | 2022/10/2 |
Active learning on a budget: Opposite strategies suit high and low budgets | Guy Hacohen Avihu Dekel Daphna Weinshall | 2022/7 | |
Active Learning Through a Covering Lens | Advances in Neural Information Processing Systems (NeurIPS) | Ofer Yehuda Avihu Dekel Guy Hacohen Daphna Weinshall | 2022 |
Multi-modal deep clustering: Unsupervised partitioning of images | Guy Shiran Daphna Weinshall | 2021/1/10 | |
Learning from small data through sampling an implicit conditional generative latent optimization model | IEEE 2020 25th International Conference on Pattern Recognition (ICPR). | Idan Azuri Daphna Weinshall | 2020/3/31 |
Theory of curriculum learning, with convex loss functions | Journal of Machine Learning Research | Daphna Weinshall Dan Amir | 2020 |
Boosting the performance of semi-supervised learning with unsupervised clustering | arXiv preprint arXiv:2012.00504 | Boaz Lerner Guy Shiran Daphna Weinshall | 2020/12/1 |
Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets | Guy Hacohen Leshem Chosen Daphna Weinshall | 2020/7 |
