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Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning.

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Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks., , , and . ESANN, (2016)Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors., , , and . CVPR, page 15880-15889. Computer Vision Foundation / IEEE, (2021)Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain., , , , and . ECCV (25), volume 13685 of Lecture Notes in Computer Science, page 294-309. Springer, (2022)A comparison of statistical methods and features for the prediction of prosodic structures., and . INTERSPEECH, page 1877-1880. ISCA, (2004)A transformation-based learning approach to language identification for mixed-lingual text-to-speech synthesis., , and . INTERSPEECH, page 2249-2252. ISCA, (2005)Short-Term Prediction and Multi-Camera Fusion on Semantic Grids., , and . CoRR, (2019)Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation., , , and . BMVC, page 282. BMVA Press, (2018)Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems., , , , and . CoRR, (2023)SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks., , , and . NeurIPS, (2020)Group Pruning Using a Bounded-ℓp Norm for Group Gating and Regularization., , , , and . GCPR, volume 11824 of Lecture Notes in Computer Science, page 139-155. Springer, (2019)