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Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning.

, , , , and . NeurIPS, (2022)

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Staying in shape: learning invariant shape representations using contrastive learning., and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1852-1862. AUAI Press, (2021)Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback., , , , , and . CoRR, (2016)Holistic 3D Human and Scene Mesh Estimation from Single View Images., and . CoRR, (2020)Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos., , , , , and . ECCV (3), volume 11207 of Lecture Notes in Computer Science, page 569-586. Springer, (2018)Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery., , , , , , and . AMIA, AMIA, (2020)GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition., , , and . ICCV, page 3922-3931. IEEE, (2021)DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images., , and . CVPR, page 1003-1012. Computer Vision Foundation / IEEE, (2021)Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference., , , , , and . CoRR, (2018)Neural Graph Matching Networks for Fewshot 3D Action Recognition., , , , , and . ECCV (1), volume 11205 of Lecture Notes in Computer Science, page 673-689. Springer, (2018)Learning Hyperbolic Representations for Unsupervised 3D Segmentation., , , , and . CoRR, (2020)