NExT-GPT: Any-to-Any Multimodal LLM

11 September 2023

Hao Fei

Wei Ji

Papers citing "NExT-GPT: Any-to-Any Multimodal LLM"

50 / 336 papers shown

Title
A Survey of Large Language Models for Graphs Xubin Ren Jiabin Tang Dawei Yin Nitesh V. Chawla Chao Huang 21 30 0 10 May 2024
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion Zehan Wang Ziang Zhang Xize Cheng Rongjie Huang Luping Liu ... Haifeng Huang Yang Zhao Tao Jin Peng Gao Zhou Zhao 18 8 0 08 May 2024
Octopi: Object Property Reasoning with Large Tactile-Language Models Samson Yu Kelvin Lin Anxing Xiao Jiafei Duan Harold Soh LRM 29 21 0 05 May 2024
MANTIS: Interleaved Multi-Image Instruction Tuning Dongfu Jiang Xuan He Huaye Zeng Cong Wei Max W.F. Ku Qian Liu Wenhu Chen VLM MLLM 28 32 0 02 May 2024
TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation Junhao Cheng Baiqiao Yin Kaixin Cai Minbin Huang Hanhui Li ... Yue Li Yifei Li Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM MLLM 26 12 0 29 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 26 7 0 29 Apr 2024
WorldGPT: Empowering LLM as Multimodal World Model Zhiqi Ge Hongzhe Huang Mingze Zhou Juncheng Li Guoming Wang Siliang Tang Yueting Zhuang 29 26 0 28 Apr 2024
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Zhe Chen Weiyun Wang Hao Tian Shenglong Ye Zhangwei Gao ... Tong Lu Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang MLLM VLM 49 513 0 25 Apr 2024
SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension Bohao Li Yuying Ge Yi Chen Yixiao Ge Ruimao Zhang Ying Shan VLM 30 39 0 25 Apr 2024
SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation Yuying Ge Sijie Zhao Jinguo Zhu Yixiao Ge Kun Yi Lin Song Chen Li Xiaohan Ding Ying Shan VLM 57 103 0 22 Apr 2024
Retrieval-Augmented Embodied Agents Yichen Zhu Zhicai Ou Xiaofeng Mou Jian Tang 39 17 0 17 Apr 2024
Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales Minghe Gao Shuang Chen Liang Pang Yuan Yao Jisheng Dang Wenqiao Zhang Juncheng Li Siliang Tang Yueting Zhuang Tat-Seng Chua LRM 30 5 0 17 Apr 2024
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing Mude Hui Siwei Yang Bingchen Zhao Yichun Shi Heng Wang Peng Wang Yuyin Zhou Cihang Xie 25 37 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li-Na Song Wenjun Zhang Zhiwu Huang MLLM 36 0 0 15 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 66 5 0 14 Apr 2024
Facial Affective Behavior Analysis with Instruction Tuning Yifan Li Anh Dao Wentao Bao Zhen Tan Tianlong Chen Huan Liu Yu Kong CVBM 42 14 0 07 Apr 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups Simindokht Jahangard Zhixi Cai Shiki Wen Hamid Rezatofighi 26 6 0 06 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 36 62 0 03 Apr 2024
Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models Jiaxing Chen Yuxuan Liu Dehu Li Xiang An Weimo Deng Ziyong Feng Yongle Zhao Yin Xie LRM 38 12 0 28 Mar 2024
LITA: Language Instructed Temporal-Localization Assistant De-An Huang Shijia Liao Subhashree Radhakrishnan Hongxu Yin Pavlo Molchanov Zhiding Yu Jan Kautz VLM 45 49 0 27 Mar 2024
Large Language Models for Education: A Survey and Outlook Shen Wang Tianlong Xu Hang Li Chaoli Zhang Joleen Liang Jiliang Tang Philip S. Yu Qingsong Wen AI4Ed 28 84 0 26 Mar 2024
Ultra Low-Cost Two-Stage Multimodal System for Non-Normative Behavior Detection Albert Lu Stephen Cranefield 22 0 0 24 Mar 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 27 0 0 23 Mar 2024
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs Théophane Vallaeys Mustafa Shukor Matthieu Cord Jakob Verbeek 52 12 0 20 Mar 2024
HYDRA: A Hyper Agent for Dynamic Compositional Visual Reasoning Fucai Ke Zhixi Cai Simindokht Jahangard Weiqing Wang P. D. Haghighi Hamid Rezatofighi LRM 38 8 0 19 Mar 2024
RelationVLM: Making Large Vision-Language Models Understand Visual Relations Zhipeng Huang Zhizheng Zhang Zheng-Jun Zha Yan Lu Baining Guo VLM 31 3 0 19 Mar 2024
3D-VLA: A 3D Vision-Language-Action Generative World Model Haoyu Zhen Xiaowen Qiu Peihao Chen Jincheng Yang Xin Yan Yilun Du Yining Hong Chuang Gan LM&Ro VGen PINN 34 81 0 14 Mar 2024
DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation Minbin Huang Yanxin Long Xinchi Deng Ruihang Chu Jiangfeng Xiong Xiaodan Liang Hong Cheng Qinglin Lu Wei Liu MLLM EGVM 59 8 0 13 Mar 2024
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller Chuanqi Zang Jiji Tang Rongsheng Zhang Zeng Zhao Tangjie Lv Mingtao Pei Wei Liang 22 3 0 12 Mar 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM Jielin Qiu Andrea Madotto Zhaojiang Lin Paul A. Crook Y. Xu Xin Luna Dong Christos Faloutsos Lei Li Babak Damavandi Seungwhan Moon 26 8 0 07 Mar 2024
CLLMs: Consistency Large Language Models Siqi Kou Lanxiang Hu Zhe He Zhijie Deng Hao Zhang 34 26 0 28 Feb 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training Le Zhuo Zewen Chi Minghao Xu Heyan Huang Heqi Zheng Conghui He Xian-Ling Mao Wentao Zhang 41 11 0 28 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 33 49 0 27 Feb 2024
PhyGrasp: Generalizing Robotic Grasping with Physics-informed Large Multimodal Models Dingkun Guo Yuqi Xiang Shuqi Zhao Xinghao Zhu Masayoshi Tomizuka Mingyu Ding Wei Zhan 18 9 0 26 Feb 2024
Multi-Bit Distortion-Free Watermarking for Large Language Models Massieh Kordi Boroujeny Ya Jiang Kai Zeng Brian L. Mark WaLM VLM 20 4 0 26 Feb 2024
AVI-Talking: Learning Audio-Visual Instructions for Expressive 3D Talking Face Generation Yasheng Sun Wenqing Chu Hang Zhou Kaisiyuan Wang Hideki Koike 22 5 0 25 Feb 2024
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis Yao Mu Junting Chen Qinglong Zhang Shoufa Chen Qiaojun Yu ... Wenhai Wang Jifeng Dai Yu Qiao Mingyu Ding Ping Luo 37 20 0 25 Feb 2024
TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages Minsu Kim Jee-weon Jung Hyeongseop Rha Soumi Maiti Siddhant Arora Xuankai Chang Shinji Watanabe Y. Ro 18 1 0 25 Feb 2024
LLMBind: A Unified Modality-Task Integration Framework Bin Zhu Munan Ning Peng Jin Bin Lin Jinfa Huang ... Junwu Zhang Zhenyu Tang Mingjun Pan Xing Zhou Li-ming Yuan MLLM 24 6 0 22 Feb 2024
Uncertainty-Aware Evaluation for Vision-Language Models Vasily Kostumov Bulat Nutfullin Oleg Pilipenko Eugene Ilyushin ELM 40 7 0 22 Feb 2024
User-LLM: Efficient LLM Contextualization with User Embeddings Lin Ning Luyang Liu Jiaxing Wu Neo Wu D. Berlowitz Sushant Prakash Bradley Green S. O’Banion Jun Xie 37 32 0 21 Feb 2024
The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Yu Kong Tianlong Chen Huan Liu 36 15 0 20 Feb 2024
Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions Akash Ghosh Arkadeep Acharya Sriparna Saha Vinija Jain Aman Chadha VLM 41 23 0 20 Feb 2024
A Touch, Vision, and Language Dataset for Multimodal Alignment Letian Fu Gaurav Datta Huang Huang Will Panitch Jaimyn Drake Joseph Ortiz Mustafa Mukadam Mike Lambeta Roberto Calandra Ken Goldberg VLM 25 30 0 20 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 94 0 20 Feb 2024
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling Jun Zhan Junqi Dai Jiasheng Ye Yunhua Zhou Dong Zhang ... Jie Fu Tao Gui Tianxiang Sun Yugang Jiang Xipeng Qiu MLLM 24 114 0 19 Feb 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh V. Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 104 68 0 12 Feb 2024
Is it safe to cross? Interpretable Risk Assessment with GPT-4V for Safety-Aware Street Crossing Hochul Hwang Sunjae Kwon Yekyung Kim Donghyun Kim 25 3 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 112 347 0 09 Feb 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition Chen Chen Ruizhe Li Yuchen Hu Sabato Marco Siniscalchi Pin-Yu Chen Ensiong Chng Chao-Han Huck Yang 24 19 0 08 Feb 2024