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EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
Computer Vision and Pattern Recognition (CVPR), 2022
14 November 2022
Yuxin Fang
Wen Wang
Binhui Xie
Quan-Sen Sun
Ledell Yu Wu
Xinggang Wang
Tiejun Huang
Xinlong Wang
Yue Cao
VLM
CLIP
Re-assign community
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HuggingFace (1 upvotes)
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Papers citing
"EVA: Exploring the Limits of Masked Visual Representation Learning at Scale"
29 / 579 papers shown
Hierarchical Video-Moment Retrieval and Step-Captioning
Computer Vision and Pattern Recognition (CVPR), 2023
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Jaemin Cho
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Xilun Chen
Barlas Ouguz
Yasher Mehdad
Joey Tianyi Zhou
3DV
273
85
0
29 Mar 2023
EVA-CLIP: Improved Training Techniques for CLIP at Scale
Quan-Sen Sun
Yuxin Fang
Ledell Yu Wu
Xinlong Wang
Yue Cao
CLIP
VLM
829
722
0
27 Mar 2023
Exploring the Benefits of Visual Prompting in Differential Privacy
IEEE International Conference on Computer Vision (ICCV), 2023
Yizhe Li
Yu-Lin Tsai
Xuebin Ren
Chia-Mu Yu
Pin-Yu Chen
AAML
VPVLM
253
22
0
22 Mar 2023
EVA-02: A Visual Representation for Neon Genesis
Image and Vision Computing (IVC), 2023
Yuxin Fang
Quan-Sen Sun
Xinggang Wang
Tiejun Huang
Xinlong Wang
Yue Cao
VLM
ViT
CLIP
399
409
0
20 Mar 2023
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions
Deyao Zhu
Jun Chen
Kilichbek Haydarov
Xiaoqian Shen
Wenxuan Zhang
Mohamed Elhoseiny
MLLM
236
123
0
12 Mar 2023
A Categorical Framework of General Intelligence
Yang Yuan
248
4
0
08 Mar 2023
DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction
Computer Vision and Pattern Recognition (CVPR), 2023
Shubhankar Borse
Debasmit Das
Hyojin Park
H. Cai
Risheek Garrepalli
Fatih Porikli
318
10
0
02 Mar 2023
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
International Journal of Computer Vision (IJCV), 2023
Yu Xie
Yinpeng Dong
Wenzhao Xiang
Xiaohu Yang
Hang Su
Junyi Zhu
YueFeng Chen
Yuan He
H. Xue
Shibao Zheng
OOD
VLM
AAML
324
117
0
28 Feb 2023
Offsite-Tuning: Transfer Learning without Full Model
Guangxuan Xiao
Ji Lin
Song Han
205
98
0
09 Feb 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
International Conference on Machine Learning (ICML), 2023
Haiyang Xu
Qinghao Ye
Mingshi Yan
Yaya Shi
Jiabo Ye
...
Guohai Xu
Ji Zhang
Songfang Huang
Feiran Huang
Jingren Zhou
MLLM
VLM
MoE
264
218
0
01 Feb 2023
What Makes Good Examples for Visual In-Context Learning?
Neural Information Processing Systems (NeurIPS), 2023
Yuanhan Zhang
Kaiyang Zhou
Ziwei Liu
MLLM
VPVLM
VLM
LRM
260
162
0
31 Jan 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
International Conference on Machine Learning (ICML), 2023
Junnan Li
Dongxu Li
Silvio Savarese
Steven C. H. Hoi
VLM
MLLM
1.3K
6,661
0
30 Jan 2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet)
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023
Liya Wang
A. Tien
414
19
0
28 Jan 2023
Masked Autoencoding Does Not Help Natural Language Supervision at Scale
Computer Vision and Pattern Recognition (CVPR), 2023
Floris Weers
Vaishaal Shankar
Angelos Katharopoulos
Yinfei Yang
Tom Gunter
CLIP
347
6
0
19 Jan 2023
TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World
ACM Multimedia (ACM MM), 2023
Hongpeng Lin
Ludan Ruan
Wenke Xia
Peiyu Liu
Jing Wen
...
Di Hu
Ruihua Song
Wayne Xin Zhao
Qin Jin
Zhiwu Lu
VGen
202
13
0
14 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jie Gui
Tuo Chen
Jing Zhang
Qiong Cao
Zhe Sun
Haoran Luo
Dacheng Tao
565
354
0
13 Jan 2023
CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder
Ye Huang
Di Kang
Liang Chen
W. Jia
Xiangjian He
Lixin Duan
Xuefei Zhe
Linchao Bao
220
6
0
11 Jan 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yue Han
Jiangning Zhang
Zhucun Xue
Chao Xu
Xintian Shen
Yabiao Wang
Chengjie Wang
Yong Liu
Xiangtai Li
350
23
0
03 Jan 2023
Reproducible scaling laws for contrastive language-image learning
Computer Vision and Pattern Recognition (CVPR), 2022
Mehdi Cherti
Romain Beaumont
Ross Wightman
Mitchell Wortsman
Gabriel Ilharco
Cade Gordon
Christoph Schuhmann
Ludwig Schmidt
J. Jitsev
VLM
CLIP
493
1,147
0
14 Dec 2022
CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet
Xiaoyi Dong
Jianmin Bao
Ting Zhang
Dongdong Chen
Shuyang Gu
Weiming Zhang
Lu Yuan
Dong Chen
Fang Wen
Nenghai Yu
CLIP
166
48
0
12 Dec 2022
Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet
IEEE International Conference on Computer Vision (ICCV), 2022
Yannic Neuhaus
Maximilian Augustin
Valentyn Boreiko
Matthias Hein
AAML
299
39
0
09 Dec 2022
Direct-Effect Risk Minimization for Domain Generalization
Yuhui Li
Zejia Wu
Chao Zhang
Hongyang R. Zhang
OOD
327
0
0
26 Nov 2022
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yunjie Tian
Lingxi Xie
Jihao Qiu
Jianbin Jiao
Yaowei Wang
Qi Tian
Qixiang Ye
ViT
196
19
0
23 Nov 2022
I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision
IEEE International Conference on Computer Vision (ICCV), 2022
Sophia Gu
Christopher Clark
Aniruddha Kembhavi
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331
35
0
17 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
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Wenhai Wang
Jifeng Dai
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...
Tong Lu
Lewei Lu
Jiaming Song
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Yu Qiao
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553
958
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10 Nov 2022
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding
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Dominik Filipiak
Andrzej Zapala
Piotr Tempczyk
A. Fensel
Marek Cygan
ISeg
197
17
0
07 Nov 2022
Neural Eigenfunctions Are Structured Representation Learners
Zhijie Deng
Jiaxin Shi
Hao Zhang
Peng Cui
Cewu Lu
Jun Zhu
220
16
0
23 Oct 2022
Pathway to Future Symbiotic Creativity
Yi-Ting Guo
Qi-fei Liu
Jie Chen
Wei Xue
Jie Fu
...
Fernando Rosas
Jeffrey Shaw
Xing Wu
Jiji Zhang
Jianliang Xu
255
0
0
18 Aug 2022
Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment
IEEE International Conference on Computer Vision (ICCV), 2022
Qiang Chen
Xiaokang Chen
Jian Wang
Shan Zhang
Kun Yao
Haocheng Feng
Junyu Han
Errui Ding
Gang Zeng
Jingdong Wang
ViT
309
195
0
26 Jul 2022
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