Fixing the train-test resolution discrepancy

14 June 2019

Andrea Vedaldi

Papers citing "Fixing the train-test resolution discrepancy"

50 / 231 papers shown

Title
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks XinYu Piao Tong He DoangJoo Synn Baopu Li Tao Chen Lei Bai Jong-Kook Kim 44 4 0 04 May 2023
LipsFormer: Introducing Lipschitz Continuity to Vision Transformers Xianbiao Qi Jianan Wang Yihao Chen Yukai Shi Lei Zhang 22 16 0 19 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 78 3,011 0 14 Apr 2023
RECLIP: Resource-efficient CLIP by Training with Small Images Runze Li Dahun Kim B. Bhanu Weicheng Kuo VLM CLIP 22 12 0 12 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 24 39 0 07 Apr 2023
Frame Flexible Network Yitian Zhang Yue Bai Chang Liu Huan Wang Sheng R. Li Yun Fu 11 4 0 26 Mar 2023
Induced Feature Selection by Structured Pruning Nathan Hubens V. Delvigne M. Mancas B. Gosselin Marius Preda T. Zaharia 14 0 0 20 Mar 2023
Demystifying What Code Summarization Models Learned Yu Wang Ke Wang 10 0 0 04 Mar 2023
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models Naman D. Singh Francesco Croce Matthias Hein OOD 32 62 0 03 Mar 2023
Knowledge Distillation in Vision Transformers: A Critical Review Gousia Habib Tausifa Jan Saleem Brejesh Lall 16 15 0 04 Feb 2023
DynaMIX: Resource Optimization for DNN-Based Real-Time Applications on a Multi-Tasking System Minkyoung Cho K. Shin 19 2 0 03 Feb 2023
RangeAugment: Efficient Online Augmentation with Range Learning Sachin Mehta Saeid Naderiparizi Fartash Faghri Maxwell Horton Lailin Chen Ali Farhadi Oncel Tuzel Mohammad Rastegari 14 6 0 20 Dec 2022
KonX: Cross-Resolution Image Quality Assessment Oliver Wiedemann Vlad Hosu Shaolin Su Dietmar Saupe 25 10 0 12 Dec 2022
Learning Imbalanced Data with Vision Transformers Zhengzhuo Xu R. Liu Shuo Yang Zenghao Chai Chun Yuan 27 32 0 05 Dec 2022
ResFormer: Scaling ViTs with Multi-Resolution Training Rui Tian Zuxuan Wu Qiuju Dai Hang-Rui Hu Yu Qiao Yu-Gang Jiang ViT 19 31 0 01 Dec 2022
CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors Junlin Hou Jilan Xu Nan Zhang Yi Wang Yuejie Zhang X. Zhang Rui Feng 16 2 0 26 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 23 129 0 22 Nov 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 32 28 0 17 Nov 2022
PatchRot: A Self-Supervised Technique for Training Vision Transformers S. Chhabra Prabal Bijoy Dutta Hemanth Venkateswara Baoxin Li SSL ViT 10 2 0 27 Oct 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu M. Gabbouj ViT 19 8 0 25 Oct 2022
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks Minsu Kim Youngjoon Yu Sungjune Park Y. Ro OOD 13 0 0 21 Oct 2022
LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic T. Pham J. Choi R. Mina T. Nguyen Sultan Rizky Hikmawan Madjid Chang-Dong Yoo 20 9 0 15 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 29 47 0 13 Oct 2022
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces Eric N. D. Nguyen Karan Goel Albert Gu Gordon W. Downs Preey Shah Tri Dao S. Baccus Christopher Ré VLM 22 38 0 12 Oct 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 33 102 0 12 Oct 2022
Large-to-small Image Resolution Asymmetry in Deep Metric Learning Pavel Suma Giorgos Tolias 18 5 0 11 Oct 2022
TAN Without a Burn: Scaling Laws of DP-SGD Tom Sander Pierre Stock Alexandre Sablayrolles FedML 19 42 0 07 Oct 2022
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 158 263 0 07 Oct 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Xiao Wang Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 26 682 0 14 Sep 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
Vision Transformers: State of the Art and Research Challenges Bo-Kai Ruan Hong-Han Shuai Wen-Huang Cheng ViT 22 17 0 07 Jul 2022
Efficient Deep Learning Using Non-Volatile Memory Technology A. Inci Mehmet Meric Isgenc Diana Marculescu 4 3 0 27 Jun 2022
Learning Towards the Largest Margins Xiong Zhou Xianming Liu Deming Zhai Junjun Jiang Xin Gao Xiangyang Ji 22 12 0 23 Jun 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-Training Jiahao Xie Wei Li Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy 19 69 0 15 Jun 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts Basil Mustafa C. Riquelme J. Puigcerver Rodolphe Jenatton N. Houlsby VLM MoE 28 183 0 06 Jun 2022
CVNets: High Performance Library for Computer Vision Sachin Mehta Farzad Abdolhosseini Mohammad Rastegari 16 18 0 04 Jun 2022
CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping Junlin Han L. Petersson Hongdong Li Ian Reid 26 9 0 31 May 2022
CNNs Avoid Curse of Dimensionality by Learning on Patches Vamshi C. Madala S. Chandrasekaran Jason Bunk UQCV 25 5 0 22 May 2022
Domino Saliency Metrics: Improving Existing Channel Saliency Metrics with Structural Information Kaveena Persand Andrew Anderson David Gregg 12 0 0 04 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 46 3,326 0 29 Apr 2022
Understanding the impact of image and input resolution on deep digital pathology patch classifiers Eu Wern Teh Graham W. Taylor 6 0 0 29 Apr 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction Yu Wang Shuo Ye Shujian Yu Xinge You 22 14 0 21 Apr 2022
DeiT III: Revenge of the ViT Hugo Touvron Matthieu Cord Hervé Jégou ViT 37 387 0 14 Apr 2022
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results T. Ridnik Hussam Lawen Emanuel Ben-Baruch Asaf Noy 31 11 0 07 Apr 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 22 20 0 30 Mar 2022
ViT-FOD: A Vision Transformer based Fine-grained Object Discriminator Zi-Chao Zhang Zhen-Duo Chen Yongxin Wang Xin Luo Xin-Shun Xu ViT 22 6 0 24 Mar 2022
Three things everyone should know about Vision Transformers Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Jakob Verbeek Hervé Jégou ViT 16 119 0 18 Mar 2022
SC2 Benchmark: Supervised Compression for Split Computing Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 6 18 0 16 Mar 2022
SuperAnimal pretrained pose estimation models for behavioral analysis Shaokai Ye Anastasiia Filippova Jessy Lauer Steffen Schneider Maxime Vidal Tian Qiu Alexander Mathis Mackenzie W. Mathis 21 26 0 14 Mar 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 42 906 1 10 Mar 2022