Title
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 137 64 0 19 Feb 2024
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter Junfei Xiao Zheng Xu Alan Yuille Shen Yan Boyu Wang 53 3 0 16 Feb 2024
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks Bin Xiao Haiping Wu Weijian Xu Xiyang Dai Houdong Hu Yumao Lu Michael Zeng Ce Liu Lu Yuan VLM 127 175 0 10 Nov 2023
De-Diffusion Makes Text a Strong Cross-Modal Interface Chen Wei Chenxi Liu Siyuan Qiao Zhishuai Zhang Alan Yuille Jiahui Yu VLM DiffM 105 11 0 01 Nov 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 113 22 0 01 Oct 2023
A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models Noriyuki Kojima Hadar Averbuch-Elor Yoav Artzi 76 2 0 06 Sep 2023
Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language William Berrios Gautam Mittal Tristan Thrush Douwe Kiela Amanpreet Singh MLLM VLM 72 61 0 28 Jun 2023
Poisoning Web-Scale Training Datasets is Practical Nicholas Carlini Matthew Jagielski Christopher A. Choquette-Choo Daniel Paleka Will Pearce Hyrum S. Anderson Andreas Terzis Kurt Thomas Florian Tramèr SILM 131 204 0 20 Feb 2023