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Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts

17 February 2021

Papers citing "Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts"

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Title
Language Prompt for Autonomous Driving Dongming Wu Wencheng Han Tiancai Wang Yingfei Liu Cheng-zhong Xu Jianbing Shen Jianbing Shen VLM 134 87 0 08 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Peng Gao Peng Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Hongsheng Li Yu Qiao MLLM 94 125 0 07 Sep 2023
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning Taehoon Kim Pyunghwan Ahn Sangyun Kim Sihaeng Lee Mark A Marsden ... Yujin Wang Yimu Wang Tiancheng Gu Xingchang Lv Mingmao Sun VLM 132 6 0 05 Sep 2023
DeViL: Decoding Vision features into Language Meghal Dani Isabel Rio-Torto Stephan Alaniz Zeynep Akata VLM 82 8 0 04 Sep 2023
EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment Cheng Shi Sibei Yang VLM ObjD 81 39 0 03 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 105 25 0 02 Sep 2023
TExplain: Explaining Learned Visual Features via Pre-trained (Frozen) Language Models Saeid Asgari Taghanaki Aliasghar Khani Ali Saheb Pasand Amir Khasahmadi Aditya Sanghi K. Willis Ali Mahdavi-Amiri FAtt VLM 51 0 0 01 Sep 2023
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following Ziyu Guo Renrui Zhang Xiangyang Zhu Yiwen Tang Xianzheng Ma ... Ke Chen Peng Gao Xianzhi Li Hongsheng Li Pheng-Ann Heng MLLM 107 144 0 01 Sep 2023
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior Ashmit Khandelwal Aditya Agrawal Aanisha Bhattacharyya Yaman Kumar Singla Somesh Singh ... Ishita Dasgupta Stefano Petrangeli R. Shah Changyou Chen Balaji Krishnamurthy 81 8 0 01 Sep 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 77 24 0 31 Aug 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision Dongwon Kim Nam-Won Kim Cuiling Lan Suha Kwak VLM 98 20 0 29 Aug 2023
MLLM-DataEngine: An Iterative Refinement Approach for MLLM Zhiyuan Zhao Linke Ouyang Bin Wang Siyuan Huang Pan Zhang Xiao-wen Dong Jiaqi Wang Conghui He MLLM 116 6 0 25 Aug 2023
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Jinze Bai Shuai Bai Shusheng Yang Shijie Wang Sinan Tan Peng Wang Junyang Lin Chang Zhou Jingren Zhou MLLM VLM ObjD 196 945 0 24 Aug 2023
DLIP: Distilling Language-Image Pre-training Huafeng Kuang Jie Wu Xiawu Zheng Ming Li Xuefeng Xiao Rui Wang Min Zheng Rongrong Ji VLM 70 4 0 24 Aug 2023
SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data Ziyan Yang Kushal Kafle Zhe Lin Scott D. Cohen Zhihong Ding Vicente Ordonez 77 1 0 24 Aug 2023
VIGC: Visual Instruction Generation and Correction Bin Wang Fan Wu Xiao Han Jiahui Peng Huaping Zhong ... Xiao-wen Dong Weijia Li Wei Li Jiaqi Wang Conghui He MLLM 109 69 0 24 Aug 2023
HuBo-VLM: Unified Vision-Language Model designed for HUman roBOt interaction tasks Zichao Dong Weikun Zhang Xufeng Huang Hang Ji Xin Zhan Junbo Chen VLM 47 4 0 24 Aug 2023
Overcoming Generic Knowledge Loss with Selective Parameter Update Wenxuan Zhang Paul Janson Rahaf Aljundi Mohamed Elhoseiny KELM CLL 120 12 0 23 Aug 2023
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages Jinyi Hu Yuan Yao Chong Wang Shanonan Wang Yinxu Pan ... Yankai Lin Jiao Xue Dahai Li Zhiyuan Liu Maosong Sun MLLM VLM 116 55 0 23 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 73 10 0 23 Aug 2023
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training Xi Deng Han Shi Runhu Huang Changlin Li Hang Xu Jianhua Han James T. Kwok Shen Zhao Wei Zhang Xiaodan Liang CLIP VLM 91 3 0 22 Aug 2023
WanJuan: A Comprehensive Multimodal Dataset for Advancing English and Chinese Large Models Conghui He Zhenjiang Jin Chaoxi Xu Jiantao Qiu Bin Wang Wei Li Hang Yan Jiaqi Wang Da Lin 126 36 0 21 Aug 2023
StableLLaVA: Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data Yanda Li Chi Zhang Gang Yu Zhibin Wang Bin-Bin Fu Guosheng Lin Chunhua Shen Ling Chen Yunchao Wei MLLM 75 31 0 20 Aug 2023
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability Runhu Huang Jianhua Han Guansong Lu Xiaodan Liang Yihan Zeng Wei Zhang Hang Xu DiffM 62 2 0 18 Aug 2023
Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes Zehan Wang Haifeng Huang Yang Zhao Ziang Zhang Zhou Zhao 118 73 0 17 Aug 2023
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans Yangyi Huang Hongwei Yi Yuliang Xiu Tingting Liao Jiaxiang Tang Deng Cai Justus Thies DiffM 132 86 0 16 Aug 2023
CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Hongguang Zhu Yunchao Wei Xiaodan Liang Chunjie Zhang Yao-Min Zhao VLM 72 30 0 14 Aug 2023
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation Kaixin Cai Pengzhen Ren Yi Zhu Hang Xu Jian-zhuo Liu Changlin Li Guangrun Wang Xiaodan Liang VLM 81 15 0 09 Aug 2023
Distributionally Robust Classification on a Data Budget Ben Feuer Ameya Joshi Minh Pham Chinmay Hegde OOD 75 2 0 07 Aug 2023
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities Weihao Yu Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin Zicheng Liu Xinchao Wang Lijuan Wang MLLM 152 720 0 04 Aug 2023
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World Weiyun Wang Min Shi Qingyun Li Wen Wang Zhenhang Huang ... Zhiguo Cao Yushi Chen Tong Lu Jifeng Dai Yu Qiao LRM MLLM 133 88 0 03 Aug 2023
RegionBLIP: A Unified Multi-modal Pre-training Framework for Holistic and Regional Comprehension Qiang-feng Zhou Chaohui Yu Shaofeng Zhang Sitong Wu Zhibin Wang Fan Wang 82 27 0 03 Aug 2023
Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model Ka Leong Cheng Wenpo Song Zheng Ma Wenhao Zhu Zi-Yue Zhu Jianbing Zhang CLIP VLM 65 11 0 02 Aug 2023
Transferable Decoding with Visual Entities for Zero-Shot Image Captioning Junjie Fei Teng Wang Jinrui Zhang Zhenyu He Chengjie Wang Feng Zheng VLM 84 36 0 31 Jul 2023
Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks Kousik Rajesh Mrigank Raman M. A. Karim Pranit Chawla VLM 58 2 0 31 Jul 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 126 46 0 30 Jul 2023
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence Generation Zhiyuan Li Dongnan Liu Heng Wang Chaoyi Zhang Weidong (Tom) Cai RALM 68 0 0 27 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy J. Marescaux Pietro Mascagni Nassir Navab N. Padoy 199 23 0 27 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-Hsuan Yang Fahad Shahbaz Khan VLM 146 127 0 25 Jul 2023
CLIP-KD: An Empirical Study of CLIP Model Distillation Chuanguang Yang Zhulin An Libo Huang Junyu Bi Xinqiang Yu Hansheng Yang Boyu Diao Yongjun Xu VLM 106 35 0 24 Jul 2023
Improving Multimodal Datasets with Image Captioning Thao Nguyen S. Gadre Gabriel Ilharco Sewoong Oh Ludwig Schmidt VLM 99 77 0 19 Jul 2023
Generative Prompt Model for Weakly Supervised Object Localization Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 89 29 0 19 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 140 40 0 18 Jul 2023
BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs Yang Zhao Zhijie Lin Daquan Zhou Zilong Huang Jiashi Feng Bingyi Kang MLLM 84 112 0 17 Jul 2023
PiTL: Cross-modal Retrieval with Weakly-supervised Vision-language Pre-training via Prompting Zixin Guo Tong Wang Selen Pehlivan Abduljalil Radman Jorma T. Laaksonen VLM 62 2 0 14 Jul 2023
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation Yi Wang Yinan He Yizhuo Li Kunchang Li Jiashuo Yu ... Ping Luo Ziwei Liu Yali Wang Limin Wang Yu Qiao VLM VGen 125 275 0 13 Jul 2023
SVIT: Scaling up Visual Instruction Tuning Bo Zhao Boya Wu Muyang He Tiejun Huang MLLM 94 128 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 MLLM VLM 168 238 0 07 Jul 2023
Vision Language Transformers: A Survey Clayton Fields C. Kennington VLM 53 5 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 47 17 0 05 Jul 2023