Publications of Anton van den Hengel
2025
| Synergy and diversity in CLIP: Enhancing performance through adaptive backbone ensembling, , , , , and , in: International Conference on Learning Representations, 2025 |
| Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning, , , , and , in: ICML 2025 Workshop on Methods and Opportunities at Small Scale, 2025 |
2023
| Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines, , , , , , and , in: Under review, 2023 |
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2022
| Active Learning by Feature Mixing, , , , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 |
| EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering, , , , and , in: arXiv, 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 |
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| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
2021
| Unshuffling data for improved generalization in visual question answering, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
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