EVA: Exploring the Limits of Masked Visual Representation Learning at Scale

14 November 2022

Papers citing "EVA: Exploring the Limits of Masked Visual Representation Learning at Scale"

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Title
MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity Yangzhou Liu Yue Cao Zhangwei Gao Weiyun Wang Zhe Chen ... Lewei Lu Xizhou Zhu Tong Lu Yu Qiao Jifeng Dai VLM MLLM 42 22 0 22 Jul 2024
End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling Jianxin Liang Xiaojun Meng Yueqian Wang Chang Liu Qun Liu Dongyan Zhao 27 5 0 21 Jul 2024
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs S. Swetha Jinyu Yang T. Neiman Mamshad Nayeem Rizve Son Tran Benjamin Z. Yao Trishul M. Chilimbi Mubarak Shah 47 2 0 18 Jul 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models Leyang Shen Gongwei Chen Rui Shao Weili Guan Liqiang Nie MoE 35 6 0 17 Jul 2024
NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models Gengze Zhou Yicong Hong Zun Wang Xin Eric Wang Qi Wu LM&Ro 40 18 0 17 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 22 2 0 16 Jul 2024
OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces Zehan Wang Ziang Zhang Hang Zhang Luping Liu Rongjie Huang Xize Cheng Hengshuang Zhao Zhou Zhao 30 7 0 16 Jul 2024
Refusing Safe Prompts for Multi-modal Large Language Models Zedian Shao Hongbin Liu Yuepeng Hu Neil Zhenqiang Gong MLLM LRM 41 1 0 12 Jul 2024
Textual Query-Driven Mask Transformer for Domain Generalized Segmentation Byeonghyun Pak Byeongju Woo Sunghwan Kim Dae-Hwan Kim Hoseong Kim 32 3 0 12 Jul 2024
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception Xiaotong Li Fan Zhang Haiwen Diao Yueze Wang Xinlong Wang Ling-yu Duan VLM 21 25 0 11 Jul 2024
Bayesian Detector Combination for Object Detection with Crowdsourced Annotations Zhi Qin Tan Olga Isupova Gustavo Carneiro Xiatian Zhu Yunpeng Li ObjD 22 0 0 10 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 35 4 0 10 Jul 2024
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends Daizong Liu Mingyu Yang Xiaoye Qu Pan Zhou Yu Cheng Wei Hu ELM AAML 30 24 0 10 Jul 2024
VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving Yibo Liu Zheyuan Yang Guile Wu Y. Ren Kejian Lin Bingbing Liu Yang Liu Jinjun Shan 28 5 0 09 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 39 7 0 05 Jul 2024
ArAIEval Shared Task: Propagandistic Techniques Detection in Unimodal and Multimodal Arabic Content Maram Hasanain Md. Arid Hasan Fatema Ahmed Reem Suwaileh Md Rafiul Biswas Wajdi Zaghouani Firoj Alam VLM 19 19 0 05 Jul 2024
Precision at Scale: Domain-Specific Datasets On-Demand Jesús M. Rodríguez-de-Vera Imanol G. Estepa Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 23 2 0 03 Jul 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models Ruinan Jin Zikang Xu Yuan Zhong Qiongsong Yao Qi Dou S. Kevin Zhou Xiaoxiao Li VLM 19 9 0 01 Jul 2024
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models Mehar Bhatia Sahithya Ravi Aditya Chinchure EunJeong Hwang Vered Shwartz VLM 18 2 0 28 Jun 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification Gregor Geigle Radu Timofte Goran Glavas 29 9 0 20 Jun 2024
Towards Event-oriented Long Video Understanding Yifan Du Kun Zhou Yuqi Huo Yifan Li Wayne Xin Zhao Haoyu Lu Zijia Zhao Bingning Wang Weipeng Chen Ji-Rong Wen VLM 27 13 0 20 Jun 2024
VGA: Vision GUI Assistant -- Minimizing Hallucinations through Image-Centric Fine-Tuning Ziyang Meng Yu Dai Zezheng Gong Shaoxiong Guo Minglong Tang Tongquan Wei VLM 14 3 0 20 Jun 2024
VoCo-LLaMA: Towards Vision Compression with Large Language Models Xubing Ye Yukang Gan Xiaoke Huang Yixiao Ge Yansong Tang MLLM VLM 27 22 0 18 Jun 2024
Unveiling Encoder-Free Vision-Language Models Haiwen Diao Yufeng Cui Xiaotong Li Yueze Wang Huchuan Lu Xinlong Wang VLM 30 27 0 17 Jun 2024
V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results Jiaqi Wang Yuhang Zang Pan Zhang Tao Chu Yuhang Cao ... Kehong Yuan Yanyan Zu Jiayao Ha Qiong Gao Licheng Jiao ObjD 31 1 0 17 Jun 2024
Save It All: Enabling Full Parameter Tuning for Federated Large Language Models via Cycle Block Gradient Descent Lin Wang Zhichao Wang Xiaoying Tang 26 1 0 17 Jun 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning Zebang Cheng Zhi-Qi Cheng Jun-Yan He Jingdong Sun Kai Wang Yuxiang Lin Zheng Lian Xiaojiang Peng Alexander G. Hauptmann MLLM 29 28 0 17 Jun 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers Narges Norouzi Svetlana Orlova Daan de Geus Gijs Dubbelman ViT FedML 36 3 0 14 Jun 2024
Explore the Limits of Omni-modal Pretraining at Scale Yiyuan Zhang Handong Li Jing Liu Xiangyu Yue VLM LRM 38 1 0 13 Jun 2024
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding Fei Wang Xingyu Fu James Y. Huang Zekun Li Qin Liu ... Kai-Wei Chang Dan Roth Sheng Zhang Hoifung Poon Muhao Chen VLM 31 47 0 13 Jun 2024
Comparison Visual Instruction Tuning Wei Lin M. Jehanzeb Mirza Sivan Doveh Rogerio Feris Raja Giryes Sepp Hochreiter Leonid Karlinsky 46 4 0 13 Jun 2024
Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024 Peixi Wu Bosong Chai Xuan Nie Longquan Yan Zeyu Wang Qifan Zhou Boning Wang Yansong Peng Hebei Li ObjD 21 1 0 13 Jun 2024
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text Qingyun Li Zhe Chen Weiyun Wang Wenhai Wang Shenglong Ye ... Dahua Lin Yu Qiao Botian Shi Conghui He Jifeng Dai VLM OffRL 45 19 0 12 Jun 2024
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning Chenyu Yang Xizhou Zhu Jinguo Zhu Weijie Su Junjie Wang ... Lewei Lu Bin Li Jie Zhou Yu Qiao Jifeng Dai VLM CLIP 34 4 0 11 Jun 2024
2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval Jiajun He T. Toda 24 0 0 10 Jun 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives Thong Nguyen Yi Bin Junbin Xiao Leigang Qu Yicong Li Jay Zhangjie Wu Cong-Duy Nguyen See-Kiong Ng Luu Anh Tuan VLM 34 9 1 09 Jun 2024
Parameter-Inverted Image Pyramid Networks Xizhou Zhu Xue Yang Zhaokai Wang Hao Li Wenhan Dou Junqi Ge Lewei Lu Yu Qiao Jifeng Dai 41 0 0 06 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 50 0 0 05 Jun 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy Weichao Zhao Hao Feng Qi Liu Jingqun Tang Shubo Wei ... Lei Liao Yongjie Ye Hao Liu Houqiang Li Can Huang LMTD 26 17 0 03 Jun 2024
On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines Selim Kuzucu Kemal Oksuz Jonathan Sadeghi P. Dokania 23 4 0 30 May 2024
Enhancing Vision-Language Model with Unmasked Token Alignment Jihao Liu Jinliang Zheng Boxiao Liu Yu Liu Hongsheng Li CLIP 16 0 0 29 May 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything You Huang Zongyu Lan Liujuan Cao Xianming Lin Shengchuan Zhang Guannan Jiang Rongrong Ji VLM 19 2 0 29 May 2024
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention Bencheng Liao Xinggang Wang Lianghui Zhu Qian Zhang Chang Huang 45 3 0 28 May 2024
Hawk: Learning to Understand Open-World Video Anomalies Jiaqi Tang Hao Lu Ruizheng Wu Xiaogang Xu Ke Ma Cheng Fang Bin Guo Jiangbo Lu Qifeng Chen Ying-Cong Chen VLM 35 9 0 27 May 2024
PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus Zhaochen Liu Limeng Qiao Xiangxiang Chu Tingting Jiang 19 2 0 25 May 2024
Streaming Long Video Understanding with Large Language Models Rui Qian Xiao-wen Dong Pan Zhang Yuhang Zang Shuangrui Ding Dahua Lin Jiaqi Wang VLM 29 40 0 25 May 2024
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models Yue Zhang Hehe Fan Yi Yang 41 3 0 24 May 2024
Open-Vocabulary SAM3D: Understand Any 3D Scene Hanchen Tai Qingdong He Jiangning Zhang Yijie Qian Zhenyu Zhang Xiaobin Hu Yabiao Wang Yong Liu VLM 33 0 0 24 May 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 22 17 0 24 May 2024
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers Bum Jun Kim Sang Woo Kim ViT 30 1 0 23 May 2024