UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language
Modeling

UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling

23 November 2021

Zicheng Liu

Papers citing "UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling"

18 / 18 papers shown

Title
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing Tsu-jui Fu Yusu Qian Chen Chen Wenze Hu Zhe Gan Y. Yang 85 1 0 16 Mar 2025
GroundingGPT:Language Enhanced Multi-modal Grounding Model Zhaowei Li Qi Xu Dong Zhang Hang Song Yiqing Cai ... Junting Pan Zefeng Li Van Tu Vu Zhida Huang Tao Wang 18 36 0 11 Jan 2024
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model Shraman Pramanick Guangxing Han Rui Hou Sayan Nag Ser-Nam Lim Nicolas Ballas Qifan Wang Rama Chellappa Amjad Almahairi VLM MLLM 38 29 0 19 Dec 2023
Uni3DL: Unified Model for 3D and Language Understanding Xiang Li Jian Ding Zhaoyang Chen Mohamed Elhoseiny 26 3 0 05 Dec 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 31 140 0 10 Nov 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 21 3 0 21 Sep 2023
A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models Noriyuki Kojima Hadar Averbuch-Elor Yoav Artzi 21 2 0 06 Sep 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 16 113 0 18 May 2023
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 26 139 0 23 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 28 101 0 15 Nov 2022
Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding Fengyuan Shi Ruopeng Gao Weilin Huang Limin Wang 17 23 0 28 Sep 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 36 391 0 17 Jun 2022
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling Linjie Li Zhe Gan Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Ce Liu Lijuan Wang MLLM VLM 18 81 0 14 Jun 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 233 341 0 22 Sep 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Mohit Bansal Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 185 403 0 13 Jul 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 518 0 04 Feb 2021
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 189 432 0 27 Mar 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 244 1,279 0 06 Mar 2017