Kosmos-2: Grounding Multimodal Large Language Models to the World

26 June 2023

Papers citing "Kosmos-2: Grounding Multimodal Large Language Models to the World"

26 / 126 papers shown

Title
See, Say, and Segment: Teaching LMMs to Overcome False Premises Tsung-Han Wu Giscard Biamby David M. Chan Lisa Dunlap Ritwik Gupta Xudong Wang Joseph E. Gonzalez Trevor Darrell VLM MLLM 30 18 0 13 Dec 2023
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception Yiran Qin Enshen Zhou Qichang Liu Zhen-fei Yin Lu Sheng Ruimao Zhang Yu Qiao Jing Shao LM&Ro 20 39 0 12 Dec 2023
Multimodality of AI for Education: Towards Artificial General Intelligence Gyeong-Geon Lee Lehong Shi Ehsan Latif Yizhu Gao Arne Bewersdorff ... Zheng Liu Hui Wang Gengchen Mai Tiaming Liu Xiaoming Zhai 22 37 0 10 Dec 2023
GlitchBench: Can large multimodal models detect video game glitches? Mohammad Reza Taesiri Tianjun Feng Anh Nguyen C. Bezemer MLLM VLM LRM 30 9 0 08 Dec 2023
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want Zeyi Sun Ye Fang Tong Wu Pan Zhang Yuhang Zang Shu Kong Yuanjun Xiong Dahua Lin Jiaqi Wang VLM CLIP 25 82 0 06 Dec 2023
IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers Chenglin Yang Siyuan Qiao Yuan Cao Yu Zhang Tao Zhu Alan L. Yuille Jiahui Yu VLM 11 3 0 27 Nov 2023
PG-Video-LLaVA: Pixel Grounding Large Video-Language Models Shehan Munasinghe Rusiru Thushara Muhammad Maaz H. Rasheed Salman Khan Mubarak Shah Fahad Khan VLM MLLM 17 34 0 22 Nov 2023
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMs Yonghui Wang Wen-gang Zhou Hao Feng Keyi Zhou Houqiang Li 50 18 0 22 Nov 2023
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 31 142 0 10 Nov 2023
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents Shilong Liu Hao Cheng Haotian Liu Hao Zhang Feng Li ... Hang Su Jun Zhu Lei Zhang Jianfeng Gao Chun-yue Li MLLM VLM 52 103 0 09 Nov 2023
u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model Jinjin Xu Liwu Xu Yuzhe Yang Xiang Li Fanyi Wang Yanchun Xie Yi-Jie Huang Yaqian Li MoE MLLM VLM 24 12 0 09 Nov 2023
Extending Multi-modal Contrastive Representations Zehan Wang Ziang Zhang Luping Liu Yang Zhao Haifeng Huang Tao Jin Zhou Zhao 19 5 0 13 Oct 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 61 222 0 26 Sep 2023
Link-Context Learning for Multimodal LLMs Yan Tai Weichen Fan Zhao Zhang Feng Zhu Rui Zhao Ziwei Liu ReLM LRM 21 17 0 15 Aug 2023
SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension Bohao Li Rui Wang Guangzhi Wang Yuying Ge Yixiao Ge Ying Shan MLLM ELM 16 496 0 30 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang F. Khan VLM 18 117 0 25 Jul 2023
Retentive Network: A Successor to Transformer for Large Language Models Yutao Sun Li Dong Shaohan Huang Shuming Ma Yuqing Xia Jilong Xue Jianyong Wang Furu Wei LRM 51 301 0 17 Jul 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo VLM MLLM 83 223 0 07 Jul 2023
LongNet: Scaling Transformers to 1,000,000,000 Tokens Jiayu Ding Shuming Ma Li Dong Xingxing Zhang Shaohan Huang Wenhui Wang Nanning Zheng Furu Wei CLL 35 151 0 05 Jul 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering Rabiul Awal Le Zhang Aishwarya Agrawal LRM 38 12 0 16 Jun 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 206 899 0 27 Apr 2023
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Jihan Yang Runyu Ding Weipeng Deng Zhe Wang Xiaojuan Qi 10 61 0 03 Apr 2023
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images Nitzan Bitton-Guetta Yonatan Bitton Jack Hessel Ludwig Schmidt Yuval Elovici Gabriel Stanovsky Roy Schwartz VLM 121 65 0 13 Mar 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 233 344 0 22 Sep 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 237 588 0 14 Jul 2021