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Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search.

, , , , , , , , , , , and . NeurIPS (Competition and Demos), volume 176 of Proceedings of Machine Learning Research, page 177-189. PMLR, (2021)

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Petals: Collaborative Inference and Fine-tuning of Large Models., , , , , , , and . CoRR, (2022)Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors., , and . ECCV (12), volume 11216 of Lecture Notes in Computer Science, page 209-224. Springer, (2018)Learning to Route in Similarity Graphs., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 475-484. PMLR, (2019)Distilling the Knowledge from Normalizing Flows., , and . CoRR, (2021)TABDDPM: MODELLING TABULAR DATA WITH DIFFUSION MODELS, , , and . (2023)Label-Efficient Semantic Segmentation with Diffusion Models., , , , and . ICLR, OpenReview.net, (2022)DeDrift: Robust Similarity Search under Content Drift., , , and . ICCV, page 10992-11001. IEEE, (2023)TabDDPM: Modelling Tabular Data with Diffusion Models., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 17564-17579. PMLR, (2023)Petals: Collaborative Inference and Fine-tuning of Large Models., , , , , , , and . ACL (demo), page 558-568. Association for Computational Linguistics, (2023)Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps., , , and . CoRR, (2024)