Publications of Damien Teney sorted by journal and type
Publications of type Idiap-RR
2023
| Idiap Scientific Report 2022, , , , , , , , , , , , , , , , , and , Idiap-RR-05-2023 |
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Advances in Neural Information Processing Systems (NeurIPS)
| CulturePark: Boosting Cross-cultural Understanding in Large Language Models, , , , , and , in: Advances in Neural Information Processing Systems (NeurIPS), 2024 |
Transactions on Machine Learning Research (TMLR)
| Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder, , , and , in: Transactions on Machine Learning Research (TMLR), 2024 |
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Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) (2024)
| A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers, , , and , in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
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IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)
| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning, , , , and , in: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 |
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Out Of Distribution Generalization in Computer Vision, Workshop at ECCV (2024)
| Can We Learn to Select the Right Algorithm for OOD Generalization?, and , in: Out Of Distribution Generalization in Computer Vision, Workshop at ECCV, 2024 |
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 |
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NeurIPS 2024 Workshop on Federated Learning (2024)
| ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning, , , , , , , , and , in: NeurIPS 2024 Workshop on Federated Learning, 2024 |
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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 |
ICML 2023: The Second Workshop on Spurious Correlations, Invariance and Stability (2023)
| 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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NeurIPS Workshop on Diffusion Models (2023)
| Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks, , , , and , in: NeurIPS Workshop on Diffusion Models, 2023 |
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Under review (2023)
| Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines, , , , , , and , in: Under review, 2023 |
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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 |
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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 |
arXiv (2022)
| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
Advances in Neural Information Processing Systems (2022)
| SelecMix: Debiased Learning by Contradicting-pair Sampling, , , , , , and , in: Advances in Neural Information Processing Systems, 2022 |
ICML Workshop on Spurious Correlations, Invariance and Stability (2022)
| SelecMix: Debiased Learning by Mixing up Contradicting Pairs, , , , , , and , in: ICML Workshop on Spurious Correlations, Invariance and Stability, 2022 |
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts (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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Proceedings of the IEEE/CVF International Conference on Computer Vision (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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Under review (2023)
| Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
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