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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
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation Yongchao Feng Yajie Liu Shuai Yang Wenrui Cai Jing Zhang ... Jiahui Lv Ziqiang Liu Tengyuan Shi Qingjie Liu Yansen Wang MLLM VLM 121 2 0 13 Apr 2025
Data Metabolism: An Efficient Data Design Schema For Vision Language Model Jingyuan Zhang Hongzhi Zhang Zhou Haonan Chenxi Sun Xingguang Ji Jiakang Wang Fanheng Kong Yang Liu Qi Wang Fuzheng Zhang VLM 145 2 0 10 Apr 2025
A Training-Free Style-aligned Image Generation with Scale-wise Autoregressive Model Jihun Park Jongmin Gim Kyoungmin Lee Minseok Oh Minwoo Choi Jaeyeul Kim Woo Chool Park Sunghoon Im DiffM 75 0 0 08 Apr 2025
SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding Yimin Wei Aoran Xiao Yexian Ren Yuting Zhu Hongruixuan Chen J. Xia Naoto Yokoya VLM 126 0 0 04 Apr 2025
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision Xiaofeng Han Shunpeng Chen Zenghuang Fu Zhe Feng Lue Fan ... Li Guo Weiliang Meng Xiaopeng Zhang Rongtao Xu Shibiao Xu 124 4 0 03 Apr 2025
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection Divya Velayudhan A. Ahmed Mohamad Alansari Neha Gour Abderaouf Behouch ... Muzammal Naseer Juergen Gall Mohammed Bennamoun Ernesto Damiani Naoufel Werghi 118 0 0 03 Apr 2025
UniViTAR: Unified Vision Transformer with Native Resolution Limeng Qiao Yiyang Gan Bairui Wang Jie Qin Shuang Xu Siqi Yang Lin Ma 173 0 0 02 Apr 2025
UGen: Unified Autoregressive Multimodal Model with Progressive Vocabulary Learning Hongxuan Tang Hao Liu Xinyan Xiao 79 2 0 27 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu Wentao Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 459 6 0 27 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 160 0 0 26 Mar 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 125 8 0 26 Mar 2025
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks Nina Shvetsova Arsha Nagrani Bernt Schiele Hilde Kuehne Christian Rupprecht 87 1 0 24 Mar 2025
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI Siyuan Cheng Lingjuan Lyu Zhenting Wang Xinming Zhang Vikash Sehwag 101 1 0 24 Mar 2025
Compositional Caching for Training-free Open-vocabulary Attribute Detection Marco Garosi Alessandro Conti Gaowen Liu Elisa Ricci Massimiliano Mancini ObjD VLM 103 0 0 24 Mar 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection Gensheng Pei Tao Chen Yujia Wang Xinhao Cai Xiangbo Shu Tianfei Zhou Yazhou Yao VLM 98 1 0 21 Mar 2025
Halton Scheduler For Masked Generative Image Transformer Victor Besnier Mickael Chen David Hurych Eduardo Valle Matthieu Cord 101 3 0 21 Mar 2025
UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation Yaxiong Chen Chuang Du Chunlei Li Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou MedIm 110 0 0 20 Mar 2025
IRef-VLA: A Benchmark for Interactive Referential Grounding with Imperfect Language in 3D Scenes Haochen Zhang Nader Zantout Pujith Kachana Ji Zhang Wenshan Wang VGen 83 0 0 20 Mar 2025
LaPIG: Cross-Modal Generation of Paired Thermal and Visible Facial Images Leyang Wang Joice Lin DiffM 116 0 0 20 Mar 2025
Squeeze Out Tokens from Sample for Finer-Grained Data Governance Weixiong Lin Chen Ju Haicheng Wang Shengchao Hu Shuai Xiao ... Yuheng Jiao Mingshuai Yao Jinsong Lan Qingwen Liu Ying Chen 84 0 0 18 Mar 2025
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies Wei Song Yansen Wang Zijia Song Yadong Li Haoze Sun Xin Wu Guosheng Dong Jianhua Xu Jiaqi Wang Kaicheng Yu 128 4 0 18 Mar 2025
Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov Logic Monika Shah Somdeb Sarkhel Deepak Venugopal MLLM BDL VLM 127 0 0 18 Mar 2025
Web Artifact Attacks Disrupt Vision Language Models Maan Qraitem Piotr Teterwak Kate Saenko Bryan A. Plummer AAML 113 0 0 17 Mar 2025
Quantum EigenGame for excited state calculation David Quiroga Jason Han Anastasios Kyrillidis 116 0 0 17 Mar 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers Weiming Ren Wentao Ma Huan Yang Cong Wei Ge Zhang Wenhu Chen Mamba 83 5 0 14 Mar 2025
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention Jinhao Duan Fei Kong Hao-Ran Cheng James Diffenderfer B. Kailkhura Lichao Sun Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 480 4 0 13 Mar 2025
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation Chen Chen Rui Qian Wenze Hu Tsu-Jui Fu Jialing Tong ... Lezhi Li Bowen Zhang Alex Schwing Wei Liu Yue Yang 143 0 0 13 Mar 2025
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 150 1 0 13 Mar 2025
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models Julian Spravil Sebastian Houben Sven Behnke VLM 197 0 0 12 Mar 2025
Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding Haoyu Zhang Qiaohui Chu Meng Liu Yunxiao Wang Bin Wen Fan Yang Yan Li Di Zhang Yaowei Wang Liqiang Nie EgoV 112 5 0 12 Mar 2025
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding Rui Yang Lin Song Yicheng Xiao Runhui Huang Yixiao Ge Ying Shan Hengshuang Zhao MLLM 108 3 0 12 Mar 2025
Filter Like You Test: Data-Driven Data Filtering for CLIP Pretraining Mikey Shechter Yair Carmon CLIP 93 0 0 11 Mar 2025
Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning Jiazheng Liu Sipeng Zheng Börje F. Karlsson Zongqing Lu 62 0 0 10 Mar 2025
Should VLMs be Pre-trained with Image Data? Sedrick Scott Keh Jean Mercat S. Gadre Kushal Arora Igor Vasiljevic ... Shuran Song Russ Tedrake Thomas Kollar Ludwig Schmidt Achal Dave VLM 106 0 0 10 Mar 2025
A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning Xin Wen Bingchen Zhao Yilun Chen Jiangmiao Pang Xiaojuan Qi LM&Ro 222 0 0 10 Mar 2025
Consistent Image Layout Editing with Diffusion Models Tao Xia Yudi Zhang Ting Liu Lei Zhang DiffM 134 1 0 09 Mar 2025
DiffCLIP: Differential Attention Meets CLIP Hasan Hammoud Guohao Li VLM 86 0 0 09 Mar 2025
Small Vision-Language Models: A Survey on Compact Architectures and Techniques Nitesh Patnaik Navdeep Nayak Himani Bansal Agrawal Moinak Chinmoy Khamaru Gourav Bal Saishree Smaranika Panda Rishi Raj Vishal Meena Kartheek Vadlamani VLM 97 0 0 09 Mar 2025
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition Xin Ding Hao Wu Yue Yang Shiqi Jiang Donglin Bai Zhibo Chen Ting Cao 403 1 0 08 Mar 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices Junyan Lin Haoran Chen Yue Fan Yingqi Fan Xin Jin Hui Su Jinlan Fu Xiaoyu Shen 101 0 0 08 Mar 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Rui Zhao Weijia Mao Mike Zheng Shou 107 1 0 05 Mar 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 231 4 0 03 Mar 2025
Zero-Shot Head Swapping in Real-World Scenarios S. Jeong Taewoong Kang Hyojin Jang Jaegul Choo 94 0 0 02 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Benjamin Schneider Florian Kerschbaum Wenhu Chen 438 0 0 01 Mar 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete Yuheng Ji Huajie Tan Jiayu Shi Xiaoshuai Hao Yuan Zhang ... Huaihai Lyu Xiaolong Zheng Jiaming Liu Zhongyuan Wang Shanghang Zhang 187 15 0 28 Feb 2025
MICINet: Multi-Level Inter-Class Confusing Information Removal for Reliable Multimodal Classification Tianze Zhang Shu Shen Chao Chen 116 0 0 27 Feb 2025
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think L. Chen S. Bai Wenhao Chai Weichu Xie Haozhe Zhao Leon Vinci Junyang Lin Baobao Chang DiffM 150 8 0 27 Feb 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP Chenyang Zhao Kun Wang J. H. Hsiao Antoni B. Chan CLIP 108 0 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 211 4 0 26 Feb 2025
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting Haoyuan Li Yanpeng Zhou Tao Tang Jifei Song Yihan Zeng Michael C. Kampffmeyer Hang Xu Xiaodan Liang 3DGS 103 2 0 25 Feb 2025