GIT: A Generative Image-to-text Transformer for Vision and Language

27 May 2022

Zicheng Liu

Papers citing "GIT: A Generative Image-to-text Transformer for Vision and Language"

50 / 119 papers shown

Title
Semantic and Expressive Variation in Image Captions Across Languages Andre Ye Sebastin Santy Jena D. Hwang Amy X. Zhang Ranjay Krishna VLM 53 3 0 22 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 26 33 0 20 Oct 2023
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Chengxu Zhuang Evelina Fedorenko Jacob Andreas 22 10 0 20 Oct 2023
Few-shot Action Recognition with Captioning Foundation Models Xiang Wang Shiwei Zhang Hangjie Yuan Yingya Zhang Changxin Gao Deli Zhao Nong Sang VLM 28 7 0 16 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 27 1 0 15 Oct 2023
Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu Rongxue Li Wei Ji Tao Lin LLMAG LRM 37 3 0 12 Oct 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 38 20 0 01 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 80 222 0 26 Sep 2023
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features Hila Levi Guy Heller Dan Levi Ethan Fetaya OCL VLM 24 3 0 26 Sep 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 28 3 0 21 Sep 2023
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning Bang-ju Yang Fenglin Liu X. Wu Yaowei Wang Xu Sun Yuexian Zou VLM CLIP 44 13 0 25 Aug 2023
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE Junyi Chen Longteng Guo Jianxiang Sun Shuai Shao Zehuan Yuan Liang Lin Dongyu Zhang MLLM VLM MoE 58 9 0 23 Aug 2023
ViCo: Engaging Video Comment Generation with Human Preference Rewards Yuchong Sun Bei Liu Xu Chen Ruihua Song Jianlong Fu VGen 22 2 0 22 Aug 2023
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer Xiaofei Wang Manthan Thakker Zhuo Chen Naoyuki Kanda Sefik Emre Eskimez Sanyuan Chen M. Tang Shujie Liu Jinyu Li Takuya Yoshioka 26 79 0 14 Aug 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Anthony Brohan Noah Brown Justice Carbajal Yevgen Chebotar Xi Chen ... Ted Xiao Peng-Tao Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 30 1,100 0 28 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 38 118 0 25 Jul 2023
Towards a Visual-Language Foundation Model for Computational Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang ... Andrew Zhang L. Le Georg Gerber Anil V. Parwani Faisal Mahmood VLM MedIm 40 46 0 24 Jul 2023
Vision Language Transformers: A Survey Clayton Fields C. Kennington VLM 25 5 0 06 Jul 2023
Multi-Similarity Contrastive Learning Emily Mu John Guttag Maggie Makar SSL 30 2 0 06 Jul 2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution S. Hall F. G. Abrantes Hanwen Zhu Grace A. Sodunke Aleksandar Shtedritski Hannah Rose Kirk CoGe 21 39 0 21 Jun 2023
Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion Simone Bianco Luigi Celona Marco Donzella Paolo Napoletano 34 18 0 20 Jun 2023
A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics Hong-Yu Zhou Yizhou Yu Chengdi Wang Shu Zhen Zhang Yuanxu Gao Jia-Yu Pan Jun Shao Guangming Lu Kang Zhang Weimin Li MedIm 19 150 0 01 Jun 2023
Joint Adaptive Representations for Image-Language Learning A. Piergiovanni A. Angelova VLM 26 0 0 31 May 2023
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits Zhuokai Zhao Takumi Matsuzawa W. Irvine Michael Maire G. Kindlmann 45 2 0 31 May 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 53 187 0 29 May 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning Chia-Wen Kuo Z. Kira 31 21 0 25 May 2023
VLAB: Enhancing Video Language Pre-training by Feature Adapting and Blending Xingjian He Sihan Chen Fan Ma Zhicheng Huang Xiaojie Jin Zikang Liu Dongmei Fu Yi Yang Jiaheng Liu Jiashi Feng VLM CLIP 23 17 0 22 May 2023
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang Mahmoud Khademi Yichong Xu Reid Pryzant Yuwei Fang ... Yu Shi Lu Yuan Takuya Yoshioka Michael Zeng Xuedong Huang 17 2 0 21 May 2023
DiffCap: Exploring Continuous Diffusion on Image Captioning Yufeng He Zefan Cai Xu Gan Baobao Chang DiffM 26 5 0 20 May 2023
Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense Captioner Zikang Liu Sihan Chen Longteng Guo Handong Li Xingjian He Jiaheng Liu 13 1 0 19 May 2023
Brain Captioning: Decoding human brain activity into images and text Matteo Ferrante Furkan Ozcelik T. Boccato R. V. Rullen N. Toschi DiffM 25 26 0 19 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 42 114 0 18 May 2023
OneCAD: One Classifier for All image Datasets using multimodal learning S. Wadekar Eugenio Culurciello 37 0 0 11 May 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 38 211 0 10 Apr 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules Zhi-Qi Cheng Qianwen Dai Siyao Li Jingdong Sun Teruko Mitamura Alexander G. Hauptmann 29 21 0 05 Apr 2023
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA Yongxin Zhu Ziqiang Liu Yukang Liang Xin Li Hao Liu Changcun Bao Linli Xu 21 6 0 04 Apr 2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo A. Piergiovanni Dahun Kim Xiyang Luo Benjamin Caine ... Luowei Zhou Andrew M. Dai Zhifeng Chen Claire Cui A. Angelova MLLM VLM 29 23 0 29 Mar 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 38 743 0 28 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 30 951 0 27 Mar 2023
CoBIT: A Contrastive Bi-directional Image-Text Generation Model Haoxuan You Mandy Guo Zhecan Wang Kai-Wei Chang Jason Baldridge Jiahui Yu DiffM 49 12 0 23 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 28 30 0 21 Mar 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models Xinyue Shen Y. Qu Michael Backes Yang Zhang 24 31 0 20 Feb 2023
Knowledge from Large-Scale Protein Contact Prediction Models Can Be Transferred to the Data-Scarce RNA Contact Prediction Task Yiren Jian Chongyang Gao Chen Zeng Yunjie Zhao Soroush Vosoughi 24 0 0 13 Feb 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning Zhuolin Yang Ming-Yu Liu Zihan Liu V. Korthikanti Weili Nie ... Yuke Zhu M. Shoeybi Bryan Catanzaro Chaowei Xiao Anima Anandkumar VLM RALM 34 38 0 09 Feb 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 22 52 0 05 Jan 2023
Position-guided Text Prompt for Vision-Language Pre-training Alex Jinpeng Wang Pan Zhou Mike Zheng Shou Shuicheng Yan VLM 24 37 0 19 Dec 2022
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners Shen Yan Tao Zhu Zirui Wang Yuan Cao Mi Zhang Soham Ghosh Yonghui Wu Jiahui Yu VLM VGen 32 46 0 09 Dec 2022
ReCo: Region-Controlled Text-to-Image Generation Zhengyuan Yang Jianfeng Wang Zhe Gan Linjie Li Kevin Qinghong Lin ... Nan Duan Zicheng Liu Ce Liu Michael Zeng Lijuan Wang DiffM 56 140 0 23 Nov 2022
Feedback is Needed for Retakes: An Explainable Poor Image Notification Framework for the Visually Impaired Kazuya Ohata Shunsuke Kitada Hitoshi Iyatomi 19 0 0 17 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 45 101 0 15 Nov 2022