Publications of Ehsan Abbasnejad sorted by journal and type
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024)
| Neural Redshift: Random Networks are not Random Functions, , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 |
International Conference on Machine Learning (ICML) (2024)
| Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup, , and , in: International Conference on Machine Learning (ICML), 2024 |
[URL] |
Advances in Neural Information Processing Systems (NeurIPS) (2023)
| ID and OOD performance are sometimes inversely correlated on real-world datasets, , , and , in: Advances in Neural Information Processing Systems (NeurIPS), 2023 |
Under review (2023)
| Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines, , , , , , and , in: Under review, 2023 |
[URL] |
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
| Active Learning by Feature Mixing, , , , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 |
arXiv (2022)
| EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering, , , , and , in: arXiv, 2022 |
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
| Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization, , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 |
|
European Conference on Computer Vision (2022)
| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
Proceedings of the IEEE/CVF International Conference on Computer Vision (2021)
| Unshuffling data for improved generalization in visual question answering, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
|