853 citations
- Sorbonne UniversitéFR398 papers
- Centre National de la Recherche ScientifiqueFR380 papers
- Université Paris CitéFR136 papers
- Université Pierre-et-Marie-CurieFR97 papers
- University of EdinburghGB89 papers
- Institut national de recherche en sciences et technologies du numériqueFR85 papers
- Université Paris-SaclayFR67 papers
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Showing 2021 · cs.CVShow all
2 papers · 2 filters
cs.CV2021★ 67 cited
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
Corentin Dancette, Remi Cadene, Damien Teney +1
We introduce an evaluation methodology for visual question answering (VQA) to better diagnose cases of shortcut learning. These cases happen when a model exploits spurious statisti…
cs.CV2021★ 2 cited
The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods
Louis Thiry, Michael Arbel, Eugene Belilovsky +1
A recent line of work showed that various forms of convolutional kernel methods can be competitive with standard supervised deep convolutional networks on datasets like CIFAR-10, o…