Title
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
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 74 6 0 04 Oct 2023
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models Yupan Huang Zaiqiao Meng Fangyu Liu Yixuan Su Nigel Collier Yutong Lu MLLM 28 21 0 31 Aug 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 24 19 0 28 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 22 3 0 13 Aug 2023
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use Yonatan Bitton Hritik Bansal Jack Hessel Rulin Shao Wanrong Zhu Anas Awadalla Josh Gardner Rohan Taori L. Schimdt VLM 29 76 0 12 Aug 2023
FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis Ziao Wang Yuhang Li Junda Wu Jaehyeon Soon Xiaofeng Zhang MLLM 12 14 0 31 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 13 116 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 31 300 0 17 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 10 20 0 09 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 80 222 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 16 149 0 05 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 45 152 0 05 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 20 40 0 03 Jul 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 18 6 0 14 Jun 2023
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions Weizhen He Yihe Deng Shixiang Tang Qihao Chen Qingsong Xie ... Feng Zhu Rui Zhao Wanli Ouyang Donglian Qi Yunfeng Yan 62 18 0 13 Jun 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 33 186 0 29 May 2023
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities Peng Wang Shijie Wang Junyang Lin Shuai Bai Xiaohuan Zhou Jingren Zhou Xinggang Wang Chang Zhou VLM MLLM ObjD 13 113 0 18 May 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities Dong Zhang Shimin Li Xin Zhang Jun Zhan Pengyu Wang Yaqian Zhou Xipeng Qiu AuLLM MLLM 43 285 0 18 May 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs Ao Zhang Hao Fei Yuan Yao Wei Ji Li Li Zhiyuan Liu Tat-Seng Chua MLLM VLM 13 85 0 02 May 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 11 114 0 13 Apr 2023
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Renrui Zhang Jiaming Han Chris Liu Peng Gao Aojun Zhou Xiangfei Hu Shilin Yan Pan Lu Hongsheng Li Yu Qiao MLLM 23 736 0 28 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 14 428 0 14 Mar 2023
Visual Spatial Reasoning Fangyu Liu Guy Edward Toh Emerson Nigel Collier ReLM 21 155 0 30 Apr 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? Tobias Norlund Lovisa Hagström Richard Johansson 32 25 0 23 Sep 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 1,077 0 17 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 242 1,977 0 31 Dec 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 243 1,791 0 17 Sep 2019