Big Transfer (BiT): General Visual Representation Learning

24 December 2019

Papers citing "Big Transfer (BiT): General Visual Representation Learning"

50 / 724 papers shown

Title
Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography Kai Ma Pengcheng Xi K. Habashy Ashkan Ebadi Stéphane Tremblay Alexander Wong ViT MedIm 11 1 0 19 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 51 71 0 19 Jul 2022
Discovering novel systemic biomarkers in photos of the external eye Boris Babenko I. Traynis Christina W. Chen Preeti Singh Akib A Uddin ... Christopher Semturs Jonathan Krause A. Varadarajan N. Hammel Yun-hui Liu 22 1 0 19 Jul 2022
Progress and limitations of deep networks to recognize objects in unusual poses Amro Abbas Stéphane Deny OOD AAML 13 17 0 16 Jul 2022
Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning Shibani Santurkar Yann Dubois Rohan Taori Percy Liang Tatsunori Hashimoto CLIP VLM 19 41 0 15 Jul 2022
Augmenting Softmax Information for Selective Classification with Out-of-Distribution Data Guoxuan Xia C. Bouganis OODD 11 27 0 15 Jul 2022
Plex: Towards Reliability using Pretrained Large Model Extensions Dustin Tran J. Liu Michael W. Dusenberry Du Phan Mark Collier ... D. Sculley Y. Gal Zoubin Ghahramani Jasper Snoek Balaji Lakshminarayanan VLM 31 124 0 15 Jul 2022
Bootstrapped Masked Autoencoders for Vision BERT Pretraining Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu 22 75 0 14 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms Yuanhan Zhang Zhen-fei Yin Jing Shao Ziwei Liu VLM 33 26 0 14 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 32 16 0 14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 10 131 0 14 Jul 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 30 46 0 14 Jul 2022
A Data-Based Perspective on Transfer Learning Saachi Jain Hadi Salman Alaa Khaddaj Eric Wong Sung Min Park A. Madry 31 37 0 12 Jul 2022
Generalization to translation shifts: a study in architectures and augmentations Suriya Gunasekar 11 1 0 05 Jul 2022
Can we learn from developer mistakes? Learning to localize and repair real bugs from real bug fixes Cedric Richter Heike Wehrheim 19 8 0 01 Jul 2022
On-Device Training Under 256KB Memory Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Chuang Gan Song Han MQ 25 194 0 30 Jun 2022
Automatic Generation of Product-Image Sequence in E-commerce Xiaochuan Fan Chi Zhang Yong-Jie Yang Yue Shang Xueying Zhang Zhen He Yun Xiao Bo Long Lingfei Wu 20 4 0 26 Jun 2022
Defending Backdoor Attacks on Vision Transformer via Patch Processing Khoa D. Doan Yingjie Lao Peng Yang Ping Li AAML 25 21 0 24 Jun 2022
On the Importance and Applicability of Pre-Training for Federated Learning Hong-You Chen Cheng-Hao Tu Zi-hua Li Hang Shen Wei-Lun Chao FedML 17 77 0 23 Jun 2022
Complementary datasets to COCO for object detection Ali Borji VLM ObjD 15 3 0 23 Jun 2022
Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models Liu Zhendong Wenyu Jiang Yan Zhang Chongjun Wang CML 6 0 0 22 Jun 2022
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Massimiliano Patacchiola J. Bronskill Aliaksandra Shysheya Katja Hofmann Sebastian Nowozin Richard E. Turner VLM 24 9 0 20 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 28 77 0 17 Jun 2022
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya J. Bronskill Massimiliano Patacchiola Sebastian Nowozin Richard E. Turner 3DH FedML 38 27 0 17 Jun 2022
Learning Using Privileged Information for Zero-Shot Action Recognition Zhiyi Gao Yonghong Hou Wanqing Li Zihui Guo Ting Yu 21 2 0 17 Jun 2022
Zero-Shot AutoML with Pretrained Models Ekrem Öztürk Fabio Ferreira H. Jomaa Lars Schmidt-Thieme Josif Grabocka Frank Hutter VLM 20 8 0 16 Jun 2022
Channel Importance Matters in Few-Shot Image Classification Xu Luo Jing Xu Zenglin Xu VLM 22 42 0 16 Jun 2022
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos Gamaleldin F. Elsayed Aravindh Mahendran Sjoerd van Steenkiste Klaus Greff Michael C. Mozer Thomas Kipf VOS OCL 49 137 0 15 Jun 2022
A Unified Sequence Interface for Vision Tasks Ting-Li Chen Saurabh Saxena Lala Li Tsung-Yi Lin David J. Fleet Geoffrey E. Hinton VLM MLLM 11 148 0 15 Jun 2022
Differentiable Top-k Classification Learning Felix Petersen Hilde Kuehne Christian Borgelt Oliver Deussen 49 28 0 15 Jun 2022
On Data Scaling in Masked Image Modeling Zhenda Xie Zheng-Wei Zhang Yue Cao Yutong Lin Yixuan Wei Qi Dai Han Hu 29 52 0 09 Jun 2022
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 21 71 0 08 Jun 2022
Robust Calibration with Multi-domain Temperature Scaling Yaodong Yu Stephen Bates Yi-An Ma Michael I. Jordan OOD UQCV 13 33 0 06 Jun 2022
Distilling Knowledge from Object Classification to Aesthetics Assessment Jingwen Hou Henghui Ding Weisi Lin Weide Liu Yuming Fang 8 35 0 02 Jun 2022
Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top Eduard A. Gorbunov Samuel Horváth Peter Richtárik Gauthier Gidel AAML 19 0 0 01 Jun 2022
Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets Leandro M. de Lima R. Krohling ViT MedIm 28 10 0 30 May 2022
Object-wise Masked Autoencoders for Fast Pre-training Jiantao Wu Shentong Mo ViT OCL 17 15 0 28 May 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 29 527 0 27 May 2022
Sharpness-Aware Training for Free Jiawei Du Daquan Zhou Jiashi Feng Vincent Y. F. Tan Joey Tianyi Zhou AAML 22 92 0 27 May 2022
FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices M. Dantas I. R. R. Silva A. T. O. Filho Gibson B. N. Barbosa Daniel Bezerra D. Sadok J. Kelner M. Marquezini Ricardo F. D. Silva 17 1 0 26 May 2022
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers Jihao Liu Xin Huang Jinliang Zheng Yu Liu Hongsheng Li 30 53 0 26 May 2022
Trainable Weight Averaging: Accelerating Training and Improving Generalization Tao Li Zhehao Huang Yingwen Wu Zhengbao He Qinghua Tao X. Huang Chih-Jen Lin MoMe 50 3 0 26 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 193 26 0 23 May 2022
How Useful are Gradients for OOD Detection Really? Conor Igoe Youngseog Chung I. Char J. Schneider OODD 42 23 0 20 May 2022
The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks Lukas Huber Robert Geirhos Felix Wichmann 48 16 0 20 May 2022
Deep transfer learning for image classification: a survey J. Plested Tom Gedeon OOD 24 36 0 20 May 2022
Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners Hao Quan Xingyu Li Weixing Chen Qun Bai Mingchen Zou Ruijie Yang Tingting Zheng R. Qi Xin Gao Xiaoyu Cui MedIm 31 19 0 18 May 2022
Dimensionality Reduced Training by Pruning and Freezing Parts of a Deep Neural Network, a Survey Paul Wimmer Jens Mehnert A. P. Condurache DD 34 20 0 17 May 2022
Sparse Visual Counterfactual Explanations in Image Space Valentyn Boreiko Maximilian Augustin Francesco Croce Philipp Berens Matthias Hein BDL CML 30 26 0 16 May 2022
Simple Open-Vocabulary Object Detection with Vision Transformers Matthias Minderer A. Gritsenko Austin Stone Maxim Neumann Dirk Weissenborn ... Zhuoran Shen Xiao Wang Xiaohua Zhai Thomas Kipf N. Houlsby ObjD CLIP VLM ViT OCL 8 307 0 12 May 2022