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Out-of-Distribution Detection with Deep Nearest Neighbors

, , , и . Proceedings of the 39th International Conference on Machine Learning, том 162 из Proceedings of Machine Learning Research, стр. 20827--20840. PMLR, (17--23 Jul 2022)

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Yifei Wang

Yifei Chen

Yifei Feng

Yifei Zhang

Yifei Liu

 

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HYPO: Hyperspherical Out-Of-Distribution Generalization., , , и . ICLR, OpenReview.net, (2024)SFR-RAG: Towards Contextually Faithful LLMs., , , , , , , , , и . CoRR, (2024)On the Impact of Spurious Correlation for Out-of-Distribution Detection., , и . AAAI, стр. 10051-10059. AAAI Press, (2022)Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey., , , , , , , , , и 3 other автор(ы). CoRR, (2024)Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment., , , , , , , и . EMNLP (Findings), стр. 154-168. Association for Computational Linguistics, (2022)A Critical Analysis of Document Out-of-Distribution Detection., , , , , , , , , и 2 other автор(ы). EMNLP (Findings), стр. 4973-4999. Association for Computational Linguistics, (2023)How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?, , , и . ICLR, OpenReview.net, (2023)Head pose estimation with neural networks from surveillant images., , , , и . ICMV, том 11041 из SPIE Proceedings, стр. 1104112. SPIE, (2018)Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions., и . CoRR, (2020)SIREN: Shaping Representations for Detecting Out-of-Distribution Objects., , , и . NeurIPS, (2022)