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ImageNet-21K Pretraining for the Masses

22 April 2021

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Papers citing "ImageNet-21K Pretraining for the Masses"

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Title
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Yikang Shen Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 94 4 0 10 Nov 2023
Be Careful When Evaluating Explanations Regarding Ground Truth Hubert Baniecki Maciej Chrabaszcz Andreas Holzinger Bastian Pfeifer Anna Saranti P. Biecek FAtt AAML 76 3 0 08 Nov 2023
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training Sotiris Anagnostidis Gregor Bachmann Imanol Schlag Thomas Hofmann 72 2 0 06 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning Artyom Gadetsky Maria Brbić 69 7 0 06 Nov 2023
Learning to Augment Distributions for Out-of-Distribution Detection Qizhou Wang Zhen Fang Yonggang Zhang Feng Liu Yixuan Li Bo Han OODD 128 39 0 03 Nov 2023
Analyzing Vision Transformers for Image Classification in Class Embedding Space Martina G. Vilas Timothy Schaumlöffel Gemma Roig ViT 87 27 0 29 Oct 2023
Fine tuning Pre trained Models for Robustness Under Noisy Labels Sumyeong Ahn Sihyeon Kim Jongwoo Ko SeYoung Yun AAML NoLa 121 8 0 24 Oct 2023
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning Xin Xing Zhexiao Xiong Abby Stylianou Srikumar Sastry Liyu Gong Nathan Jacobs VLM 59 5 0 24 Oct 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 128 72 0 23 Oct 2023
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation Jianing Zhu Geng Yu Jiangchao Yao Tongliang Liu Gang Niu Masashi Sugiyama Bo Han OODD 100 32 0 21 Oct 2023
New Benchmarks for Asian Facial Recognition Tasks: Face Classification with Large Foundation Models Jinwoo Seo Soora Choi Eungyeom Ha Beomjune Kim Dongbin Na 57 0 0 15 Oct 2023
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality Liyuan Wang Jingyi Xie Xingxing Zhang Mingyi Huang Hang Su Jun Zhu CLL 97 93 0 11 Oct 2023
Watt For What: Rethinking Deep Learning's Energy-Performance Relationship Shreyank N. Gowda Xinyue Hao Gen Li Laura Sevilla-Lara Shashank Narayana Gowda HAI 85 12 0 10 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 80 24 0 10 Oct 2023
Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication Zhe Zhao Qingyun Liu Huan Gui Bang An Lichan Hong Ed H. Chi 70 1 0 04 Oct 2023
Selective Feature Adapter for Dense Vision Transformers XueQing Deng Qi Fan Xiaojie Jin Linjie Yang Peng Wang 61 0 0 03 Oct 2023
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms William Yang Byron Zhang Olga Russakovsky OODD 102 14 0 03 Oct 2023
Can Pre-trained Networks Detect Familiar Out-of-Distribution Data? Atsuyuki Miyai Qing Yu Go Irie Kiyoharu Aizawa OODD 208 6 0 02 Oct 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Hongxin Wei Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 108 31 0 29 Sep 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Dipam Goswami Yuyang Liu Bartlomiej Twardowski Joost van de Weijer CLL 91 61 0 25 Sep 2023
ForceSight: Text-Guided Mobile Manipulation with Visual-Force Goals Jeremy Collins C. Houff You Liang Tan Charles C. Kemp 112 5 0 21 Sep 2023
Object2Scene: Putting Objects in Context for Open-Vocabulary 3D Detection Chenming Zhu Wenwei Zhang Tai Wang Xihui Liu Kai-xiang Chen 3DPC 90 18 0 18 Sep 2023
PILOT: A Pre-Trained Model-Based Continual Learning Toolbox Hai-Long Sun Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 216 34 0 13 Sep 2023
EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding Yue Xu Yong-Lu Li Zhemin Huang Michael Xu Liu Cewu Lu Yu-Wing Tai Chi-Keung Tang EgoV 60 10 0 05 Sep 2023
No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets Lorenzo Brigato Stavroula Mougiakakou 79 5 0 04 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling Qi Han Yuxuan Cai Xiangyu Zhang 119 7 0 02 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator Chunyan Wang Dong Zhang Rui Yan 81 1 0 02 Sep 2023
FACET: Fairness in Computer Vision Evaluation Benchmark Laura Gustafson Chloe Rolland Nikhila Ravi Quentin Duval Aaron B. Adcock Cheng-Yang Fu Melissa Hall Candace Ross VLM EGVM 106 40 0 31 Aug 2023
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond Oren Barkan Tal Reiss Jonathan Weill Ori Katz Roy Hirsch Itzik Malkiel Noam Koenigstein 83 6 0 28 Aug 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang Fahad Shahbaz Khan VLM 103 5 0 24 Aug 2023
Don't Look into the Sun: Adversarial Solarization Attacks on Image Classifiers Paul Gavrikov J. Keuper AAML 80 0 0 24 Aug 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 55 5 0 23 Aug 2023
Unlocking Accuracy and Fairness in Differentially Private Image Classification Leonard Berrada Soham De J. Shen Jamie Hayes Robert Stanforth David Stutz Pushmeet Kohli Samuel L. Smith Borja Balle 71 15 0 21 Aug 2023
Scalable Video Object Segmentation with Simplified Framework Qiangqiang Wu Tianyu Yang WU Wei Antoni B. Chan VOS 80 26 0 19 Aug 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 145 4 0 18 Aug 2023
Experts Weights Averaging: A New General Training Scheme for Vision Transformers Yongqian Huang Peng Ye Xiaoshui Huang Sheng Li Tao Chen Tong He Wanli Ouyang MoMe 84 9 0 11 Aug 2023
The Facebook Algorithm's Active Role in Climate Advertisement Delivery Aruna Sankaranarayanan Erik Hemberg Una-May O’Reilly 42 2 0 06 Aug 2023
VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception Jiyoung Lee Seung Wook Kim Seunghyun Won Joonseok Lee Marzyeh Ghassemi James Thorne Jaeseok Choi O.-Kil Kwon Edward Choi 120 1 0 03 Aug 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts Xiaofeng Mao YueFeng Chen Yao Zhu Da Chen Hang Su Rong Zhang H. Xue ObjD OOD 75 18 0 24 Jul 2023
Image Outlier Detection Without Training using RANSAC Chen-Han Tsai Yu-Shao Peng 118 0 0 23 Jul 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 96 11 0 18 Jul 2023
Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks Denis Coquenet Clément Rambour Emanuele Dalsasso Nicolas Thome MLLM CLIP VLM 49 1 0 13 Jul 2023
Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data Kevin Kasa Graham W. Taylor 94 4 0 03 Jul 2023
Scaling MLPs: A Tale of Inductive Bias Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 110 38 0 23 Jun 2023
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition Shubham Jain Ana-Maria Cretu Antoine Cully Yves-Alexandre de Montjoye 84 6 0 20 Jun 2023
Extending CLIP's Image-Text Alignment to Referring Image Segmentation Seoyeon Kim Minguk Kang Dongwon Kim Jaesik Park Suha Kwak VLM 96 11 0 14 Jun 2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images Wentao Wu Aleksei Timofeev Chen Chen Bowen Zhang Kun Duan ... Yantao Zheng Jonathon Shlens Xianzhi Du Zhe Gan Yinfei Yang VLM 87 8 0 13 Jun 2023
I See Dead People: Gray-Box Adversarial Attack on Image-To-Text Models Raz Lapid Moshe Sipper AAML 110 17 0 13 Jun 2023
Retrieval-Enhanced Contrastive Vision-Text Models Ahmet Iscen Mathilde Caron Alireza Fathi Cordelia Schmid CLIP VLM 111 28 0 12 Jun 2023
Multi-Modal Classifiers for Open-Vocabulary Object Detection Prannay Kaul Weidi Xie Andrew Zisserman ObjD VLM MLLM 71 47 0 08 Jun 2023