Question Aware Vision Transformer for Multimodal Reasoning

no code implementations • CVPR 2024 • Roy Ganz, Yair Kittenplon, Aviad Aberdam, Elad Ben Avraham, Oren Nuriel, Shai Mazor, Ron Litman

This integration results in dynamic visual features focusing on relevant image aspects to the posed question.

Language Modelling Large Language Model +1

GRAM: Global Reasoning for Multi-Page VQA

no code implementations • CVPR 2024 • Tsachi Blau, Sharon Fogel, Roi Ronen, Alona Golts, Roy Ganz, Elad Ben Avraham, Aviad Aberdam, Shahar Tsiper, Ron Litman

The increasing use of transformer-based large language models brings forward the challenge of processing long sequences.

Question Answering Visual Question Answering