ImageNet-21K Pretraining for the Masses

22 April 2021

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

50 / 132 papers shown

Title
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 20 9 0 05 Sep 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 32 6 0 28 Aug 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 37 3 0 18 Aug 2023
The Facebook Algorithm's Active Role in Climate Advertisement Delivery Aruna Sankaranarayanan Erik Hemberg Una-May O’Reilly 24 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 E. Choi 22 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 36 18 0 24 Jul 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 38 8 0 18 Jul 2023
Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data Kevin Kasa Graham W. Taylor 30 2 0 03 Jul 2023
Extending CLIP's Image-Text Alignment to Referring Image Segmentation Seoyeon Kim Minguk Kang Dongwon Kim Jaesik Park Suha Kwak VLM 25 10 0 14 Jun 2023
Centered Self-Attention Layers Ameen Ali Tomer Galanti Lior Wolf 28 6 0 02 Jun 2023
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval Jiapeng Wang Chengyu Wang Xiaodan Wang Jun Huang Lianwen Jin VLM 29 4 0 28 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 22 50 0 14 May 2023
Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing Sabyasachi Ghosh Sanyam Saxena Ajit V. Rajwade 19 0 0 12 May 2023
AutoFocusFormer: Image Segmentation off the Grid Chen Ziwen K. Patnaik Shuangfei Zhai Alvin Wan Zhile Ren A. Schwing Alex Colburn Li Fuxin 17 9 0 24 Apr 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Shuhuai Ren Aston Zhang Yi Zhu Shuai Zhang Shuai Zheng Mu Li Alexander J. Smola Xu Sun VPVLM VLM 21 28 0 10 Apr 2023
Visually Wired NFTs: Exploring the Role of Inspiration in Non-Fungible Tokens Lucio La Cava Davide Costa Andrea Tagarelli 30 6 0 29 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy Gregor Koehler Constantin Ulrich Michael Baumgartner Jens Petersen Fabian Isensee Paul F. Jaeger Klaus Maier-Hein ViT MedIm 24 139 0 17 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 32 1 0 13 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 37 86 0 02 Mar 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 37 80 0 23 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 21 2 0 10 Feb 2023
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification Kanishk Jain Shyamgopal Karthik Vineet Gandhi 19 5 0 01 Feb 2023
Open-Set Likelihood Maximization for Few-Shot Learning Malik Boudiaf Etienne Bennequin Myriam Tami Antoine Toubhans Pablo Piantanida C´eline Hudelot Ismail Ben Ayed BDL 26 10 0 20 Jan 2023
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks Xinsong Zhang Yan Zeng Jipeng Zhang Hang Li VLM AI4CE LRM 14 17 0 12 Jan 2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching Byoungjip Kim Sun Choi Dasol Hwang Moontae Lee Honglak Lee 25 10 0 07 Jan 2023
Learning Trajectory-Word Alignments for Video-Language Tasks Xu Yang Zhang Li Haiyang Xu Hanwang Zhang Qinghao Ye Chenliang Li Ming Yan Yu Zhang Fei Huang Songfang Huang 30 7 0 05 Jan 2023
Robust Meta-Representation Learning via Global Label Inference and Classification Ruohan Wang Isak Falk Massimiliano Pontil C. Ciliberto 33 3 0 22 Dec 2022
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 31 53 0 22 Dec 2022
How to Train an Accurate and Efficient Object Detection Model on Any Dataset Galina Zalesskaya B. Bylicka Eugene Liu 3DH 26 3 0 30 Nov 2022
Group DETR v2: Strong Object Detector with Encoder-Decoder Pretraining Qiang Chen Jian Wang Chuchu Han Shangang Zhang Zexian Li ... Haocheng Feng Kun Yao Junyu Han Errui Ding Jingdong Wang ViT VLM 31 45 0 07 Nov 2022
ProContEXT: Exploring Progressive Context Transformer for Tracking Jinpeng Lan Zhi-Qi Cheng Ju He Chenyang Li Bin Luo Xueting Bao Wangmeng Xiang Yifeng Geng Xuansong Xie 36 29 0 27 Oct 2022
The Robustness Limits of SoTA Vision Models to Natural Variation Mark Ibrahim Q. Garrido Ari S. Morcos Diane Bouchacourt VLM 35 16 0 24 Oct 2022
Deep Model Reassembly Xingyi Yang Zhou Daquan Songhua Liu Jingwen Ye Xinchao Wang MoMe 20 120 0 24 Oct 2022
A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning Paul Janson Wenxuan Zhang Rahaf Aljundi Mohamed Elhoseiny VLM SSL CLL 19 52 0 10 Oct 2022
DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics Ivan Kapelyukh Vitalis Vosylius Edward Johns LM&Ro DiffM 110 144 0 05 Oct 2022
Introducing Vision Transformer for Alzheimer's Disease classification task with 3D input Zilun Zhang Farzad Khalvati MedIm ViT 20 9 0 03 Oct 2022
Early or Late Fusion Matters: Efficient RGB-D Fusion in Vision Transformers for 3D Object Recognition Georgios Tziafas H. Kasaei ViT 35 10 0 03 Oct 2022
Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods Skanda Koppula Yazhe Li Evan Shelhamer Andrew Jaegle Nikhil Parthasarathy Relja Arandjelović João Carreira Olivier J. Hénaff 28 9 0 30 Sep 2022
Synthetic Latent Fingerprint Generator André Brasil Vieira Wyzykowski A.K. Jain 24 13 0 29 Aug 2022
An Impartial Take to the CNN vs Transformer Robustness Contest Francesco Pinto Philip H. S. Torr P. Dokania UQCV AAML 22 48 0 22 Jul 2022
On the Generalizability and Predictability of Recommender Systems Duncan C. McElfresh Sujay Khandagale Jonathan Valverde John P. Dickerson Colin White 38 10 0 23 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Muhammad Maaz Abdelrahman M. Shaker Hisham Cholakkal Salman Khan Syed Waqas Zamir Rao Muhammad Anwer F. Khan ViT 27 184 0 21 Jun 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 51 392 0 17 Jun 2022
Efficient Adaptive Ensembling for Image Classification A. Bruno Davide Moroni M. Martinelli 23 18 0 15 Jun 2022
Differentiable Top-k Classification Learning Felix Petersen Hilde Kuehne Christian Borgelt Oliver Deussen 49 28 0 15 Jun 2022
Which models are innately best at uncertainty estimation? Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 24 5 0 05 Jun 2022
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks Jaonary Rabarisoa Velentin Belissen Florian Chabot Q. C. Pham VLM ViT SSL MDE 13 2 0 30 May 2022
A Closer Look at Self-Supervised Lightweight Vision Transformers Shaoru Wang Jin Gao Zeming Li Jian-jun Sun Weiming Hu ViT 64 41 0 28 May 2022
Vision Transformers in 2022: An Update on Tiny ImageNet Ethan Huynh ViT 26 11 0 21 May 2022
Identical Image Retrieval using Deep Learning Sayan Nath Nikhil Nayak VLM 29 1 0 10 May 2022