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Found 3 papers, 2 papers with code
Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction
To investigate the effect language on the formation of abstractions, we implement a novel multimodal serial reproduction framework by asking people who receive a visual stimulus to reproduce it in a linguistic format, and vice versa.
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
Through comprehensive experiments, we show that OOD detectors are more sensitive to covariate shift than to semantic shift, and the benefits of recent OOD detection algorithms on semantic shift detection is minimal.
Out-of-Distribution Detection
Out of Distribution (OOD) Detection
Vision-Language Dataset Distillation
In this work, we design the first vision-language dataset distillation method, building on the idea of trajectory matching.
