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cs.CV2024
Semantic Compositions Enhance Vision-Language Contrastive Learning
Maxwell Aladago, Lorenzo Torresani, Soroush Vosoughi
In the field of vision-language contrastive learning, models such as CLIP capitalize on matched image-caption pairs as positive examples and leverage within-batch non-matching pair…
cs.CV2022★ 2 cited
Compound Tokens: Channel Fusion for Vision-Language Representation Learning
Maxwell Mbabilla Aladago, AJ Piergiovanni
We present an effective method for fusing visual-and-language representations for several question answering tasks including visual question answering and visual entailment. In con…