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When Does Self-supervision Improve Few-Shot Learning?

, , and . ECCV (7), volume 12352 of Lecture Notes in Computer Science, page 645-666. Springer, (2020)

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Describing Textures Using Natural Language., , and . ECCV (1), volume 12346 of Lecture Notes in Computer Science, page 52-70. Springer, (2020)Shape Reconstruction Using Differentiable Projections and Deep Priors., , and . ICCV, page 22-30. IEEE, (2019)On Measuring and Controlling the Spectral Bias of the Deep Image Prior., , , and . CoRR, (2021)DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling., , and . CoRR, (2023)Shot in the Dark: Few-Shot Learning With No Base-Class Labels., , and . CVPR Workshops, page 2668-2677. Computer Vision Foundation / IEEE, (2021)Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation., , and . 3DV, page 67-75. IEEE, (2019)PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation., , , , , , , , , and . Comput. Graph. Forum, 41 (5): 39-50 (2022)AI for conservation: learning to track birds with radar., , and . XRDS, 27 (4): 26-29 (2021)Detecting and Tracking Communal Bird Roosts in Weather Radar Data., , , , , , and . AAAI, page 378-385. AAAI Press, (2020)W!NCE: eyewear solution for upper face action units monitoring., , , , and . ETRA, page 63:1-63:3. ACM, (2019)