Publications of Damien Teney
2023
| A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers, , , and , in: Under review, 2023 |
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| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning, , , , and , in: Under review, 2023 |
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| Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder, , , and , in: Under review, 2023 |
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| ID and OOD performance are sometimes inversely correlated on real-world datasets, , , and , in: Advances in Neural Information Processing Systems (NeurIPS), 2023 |
| Idiap Scientific Report 2022, , , , , , , , , , , , , , , , , and , Idiap-RR-05-2023 |
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| Learning diverse features in vision transformers for improved generalization, , , and , in: ICML 2023: The Second Workshop on Spurious Correlations, Invariance and Stability, 2023 |
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| Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks, , , , and , in: Under review, 2023 |
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| Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup, , and , in: Under review, 2023 |
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| Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
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| Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines, , , , , , and , in: Under review, 2023 |
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| ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning, , , , , , , , 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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| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
| SelecMix: Debiased Learning by Contradicting-pair Sampling, , , , , , and , in: Advances in Neural Information Processing Systems, 2022 |
| SelecMix: Debiased Learning by Mixing up Contradicting Pairs, , , , , , and , in: ICML Workshop on Spurious Correlations, Invariance and Stability, 2022 |
| Vision-Language Pretraining: Current Trends and the Future, , and , in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2022 |
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2021
| Beyond question-based biases: Assessing multimodal shortcut learning in visual question answering, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
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| Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
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| 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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