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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"

50 / 871 papers shown

Title
Parrot Captions Teach CLIP to Spot Text Yiqi Lin Conghui He Alex Jinpeng Wang Bin Wang Weijia Li Mike Zheng Shou 106 7 0 21 Dec 2023
LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding Senqiao Yang Jiaming Liu Ray Zhang Mingjie Pan Zoey Guo Xiaoqi Li Zehui Chen Peng Gao Yandong Guo Shanghang Zhang 3DV 108 71 0 21 Dec 2023
InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models Bingbing Wen Zhengyuan Yang Jianfeng Wang Zhe Gan Bill Howe Lijuan Wang MLLM 64 1 0 21 Dec 2023
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation Monika Wysoczañska Oriane Siméoni Michael Ramamonjisoa Andrei Bursuc Tomasz Trzciñski Patrick Pérez VLM CLIP 121 33 0 19 Dec 2023
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning Bingchen Zhao Haoqin Tu Chen Wei Jieru Mei Cihang Xie 114 36 0 18 Dec 2023
Stable Score Distillation for High-Quality 3D Generation Boshi Tang Jianan Wang Zhiyong Wu Lei Zhang 69 17 0 14 Dec 2023
Tokenize Anything via Prompting Ting Pan Lulu Tang Xinlong Wang Shiguang Shan VLM 66 23 0 14 Dec 2023
TiMix: Text-aware Image Mixing for Effective Vision-Language Pre-training Chaoya Jiang Wei Ye Haiyang Xu Qinghao Ye Mingshi Yan Ji Zhang Shikun Zhang CLIP VLM 57 4 0 14 Dec 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer Xinpeng Wang Xiaoyuan Yi Han Jiang Shanlin Zhou Zhihua Wei Xing Xie 73 15 0 13 Dec 2023
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model Chaoya Jiang Haiyang Xu Mengfan Dong Jiaxing Chen Wei Ye Mingshi Yan Qinghao Ye Ji Zhang Fei Huang Shikun Zhang VLM 69 61 0 12 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 99 74 0 11 Dec 2023
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models Yuzhou Huang Liangbin Xie Xintao Wang Ziyang Yuan Xiaodong Cun ... Jiantao Zhou Chao Dong Rui Huang Ruimao Zhang Ying Shan DiffM 74 77 0 11 Dec 2023
Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator Henry Hengyuan Zhao Pan Zhou Mike Zheng Shou MLLM SyDa 107 7 0 11 Dec 2023
MAFA: Managing False Negatives for Vision-Language Pre-training Jaeseok Byun Dohoon Kim Taesup Moon VLM 81 6 0 11 Dec 2023
Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects Junyu Lu Ruyi Gan Di Zhang Xiaojun Wu Ziwei Wu Renliang Sun Jiaxing Zhang Pingjian Zhang Yan Song MLLM VLM 96 17 0 08 Dec 2023
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Maitreya Patel Changhoon Kim Sheng Cheng Chitta Baral Yezhou Yang VLM 64 20 0 07 Dec 2023
Scaling Laws of Synthetic Images for Model Training ... for Now Lijie Fan Kaifeng Chen Dilip Krishnan Dina Katabi Phillip Isola Yonglong Tian CLIP VLM 82 68 0 07 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 138 201 0 07 Dec 2023
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Zhixiang Wei Lin Chen Yi Jin Xiaoxiao Ma Tianle Liu Pengyang Lin Ben Wang H. Chen Jinjin Zheng 103 48 0 07 Dec 2023
GPT4Point: A Unified Framework for Point-Language Understanding and Generation Zhangyang Qi Ye Fang Zeyi Sun Xiaoyang Wu Tong Wu Jiaqi Wang Dahua Lin Hengshuang Zhao MLLM 184 36 0 05 Dec 2023
Object Recognition as Next Token Prediction Kaiyu Yue Borchun Chen Jonas Geiping Hengduo Li Tom Goldstein Ser-Nam Lim 93 9 0 04 Dec 2023
CLAMP: Contrastive LAnguage Model Prompt-tuning Piotr Teterwak Ximeng Sun Bryan A. Plummer Kate Saenko Ser-Nam Lim MLLM VLM 82 1 0 04 Dec 2023
Segment and Caption Anything Xiaoke Huang Jianfeng Wang Yansong Tang Zheng Zhang Han Hu Jiwen Lu Lijuan Wang Zicheng Liu MLLM VLM 92 21 0 01 Dec 2023
LightCLIP: Learning Multi-Level Interaction for Lightweight Vision-Language Models Ying Nie Wei He Kai Han Yehui Tang Tianyu Guo Fanyi Du Yunhe Wang VLM 86 4 0 01 Dec 2023
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback M. Steyvers Yuan Yao Haoye Zhang Taiwen He Yifeng Han ... Xinyue Hu Zhiyuan Liu Hai-Tao Zheng Maosong Sun Tat-Seng Chua MLLM VLM 223 230 0 01 Dec 2023
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning Artemis Panagopoulou Le Xue Ning Yu Junnan Li Dongxu Li Shafiq Joty Ran Xu Silvio Savarese Caiming Xiong Juan Carlos Niebles VLM MLLM 151 61 0 30 Nov 2023
MLLMs-Augmented Visual-Language Representation Learning Yanqing Liu Kai Wang Wenqi Shao Ping Luo Yu Qiao Mike Zheng Shou Kaipeng Zhang Yang You VLM 96 12 0 30 Nov 2023
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models Shicheng Li Lei Li Shuhuai Ren Yuanxin Liu Yi Liu Rundong Gao Xu Sun Lu Hou 95 37 0 29 Nov 2023
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Raviteja Vemulapalli Oncel Tuzel CLIP VLM 119 53 0 28 Nov 2023
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang ... Jilan Xu Guo Chen Ping Luo Limin Wang Yu Qiao VLM MLLM 166 507 0 28 Nov 2023
Large Language Models Meet Computer Vision: A Brief Survey Raby Hamadi LM&MA 82 5 0 28 Nov 2023
Towards Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs Yunxin Li Baotian Hu Wei Wang Xiaochun Cao Min Zhang 74 5 0 27 Nov 2023
EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models Sijie Cheng Zhicheng Guo Jingwen Wu Kechen Fang Peng Li Huaping Liu Yang Liu EgoV LRM 114 20 0 27 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation Yuhui Zhang Brandon McKinzie Zhe Gan Vaishaal Shankar Alexander Toshev 38 3 0 27 Nov 2023
Fully Authentic Visual Question Answering Dataset from Online Communities Chongyan Chen Mengchen Liu Noel Codella Yunsheng Li Lu Yuan Danna Gurari 116 5 0 27 Nov 2023
Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models Tong Zhang Haoyang Liu Peiyan Zhang Yuxuan Cheng Haohan Wang 29 6 0 27 Nov 2023
Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective Sahil Verma Gantavya Bhatt Avi Schwarzschild Soumye Singhal Arnav M. Das Chirag Shah John P Dickerson Jeff Bilmes J. Bilmes AAML 96 1 0 25 Nov 2023
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran 131 72 0 16 Nov 2023
Unlock the Power: Competitive Distillation for Multi-Modal Large Language Models Xinwei Li Li Lin Shuai Wang Chen Qian 39 4 0 14 Nov 2023
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning Junke Wang Lingchen Meng Zejia Weng Bo He Zuxuan Wu Yu-Gang Jiang MLLM VLM 121 108 0 13 Nov 2023
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models .Ilker Kesen Andrea Pedrotti Mustafa Dogan Michele Cafagna Emre Can Acikgoz ... Iacer Calixto Anette Frank Albert Gatt Aykut Erdem Erkut Erdem 94 19 0 13 Nov 2023
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 260 422 0 07 Nov 2023
Exploring Dataset-Scale Indicators of Data Quality Ben Feuer Chinmay Hegde 79 1 0 07 Nov 2023
Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining U. Sahin Hang Li Qadeer Ahmad Khan Zorah Lähner Volker Tresp VLM CoGe 74 14 0 07 Nov 2023
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding Junyan Li Delin Chen Yining Hong Zhenfang Chen Peihao Chen Yikang Shen Chuang Gan MLLM 113 17 0 06 Nov 2023
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks Xinlu Zhang Yujie Lu Weizhi Wang An Yan Jun Yan Lianke Qin Heng Wang Xifeng Yan William Y. Wang Linda R. Petzold LM&MA MLLM ELM 96 88 0 02 Nov 2023
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning Yifan Du Hangyu Guo Kun Zhou Wayne Xin Zhao Jinpeng Wang Chuyuan Wang Mingchen Cai Ruihua Song Ji-Rong Wen VLM MLLM LRM 187 23 0 02 Nov 2023
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding Shuhuai Ren Sishuo Chen Shicheng Li Xu Sun Lu Hou ViT 97 34 0 29 Oct 2023
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang Tianfei Zhou Boyang Li Hao He Chaofan Ma Tianjiao Zhang Jiangchao Yao Ya Zhang Yanfeng Wang VLM 125 21 0 29 Oct 2023
Text Augmented Spatial-aware Zero-shot Referring Image Segmentation Yuchen Suo Linchao Zhu Yi Yang 86 13 0 27 Oct 2023