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2026-01-11 09:38:35
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Astra-vision - Computer vision group, Astra, Inria Toggle navigation Home (current) Team Publications Repositories Jobs Astra-vision Computer vision group of Astra Team, Inria Paris Oct. 2023 We study 2D vision and 3D perception for robust scene understanding. Our research focuses on relaxing the use of abundant data and supervision, stepping towards weak-/un-supervised vision algorithms, while providing models that are more interpretable. We primarily address autonomous driving but our research expands to a variety of indoor and outdoor applications. Research axes Learning with less supervision Vision in complex conditions 3D scene understanding news Oct 20, 2024 New papers building on VLMs: 📎 ProLIP shows that adequately finetuning the last CLIP layer significantly boost few-shot classification. ☕ LatteCLIP proposes an unsupervised prototype-based CLIP finetuning from only synthetic labels. Oct 1, 2024 The group organized the first A...
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