Fixing the train-test resolution discrepancy

14 June 2019

Andrea Vedaldi

Papers citing "Fixing the train-test resolution discrepancy"

50 / 231 papers shown

Title
Do better ImageNet classifiers assess perceptual similarity better? Manoj Kumar N. Houlsby Nal Kalchbrenner E. D. Cubuk 23 31 0 09 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 24 37 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 31 60 0 05 Mar 2022
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions Ruikang Ju Ting-Yu Lin Jen-Shiun Chiang Jia-Hao Jian Yu-Shian Lin Liu-Rui-Yi Huang ViT 14 1 0 02 Mar 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 34 116 0 21 Feb 2022
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning Che Wang Xufang Luo Keith Ross Dongsheng Li OffRL 24 49 0 17 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 26 110 0 16 Feb 2022
Results and findings of the 2021 Image Similarity Challenge Zoe Papakipos Giorgos Tolias Tomás Jenícek Ed Pizzi Shuhei Yokoo ... Sanjay V. Addicam S. M. Papadakis Cristian Canton Ferrer Ondřej Chum Matthijs Douze 13 12 0 08 Feb 2022
A Novel Plug-in Module for Fine-Grained Visual Classification Po-Yung Chou Chu-Hsing Lin W. Kao 26 41 0 08 Feb 2022
Corrupted Image Modeling for Self-Supervised Visual Pre-Training Yuxin Fang Li Dong Hangbo Bao Xinggang Wang Furu Wei 17 87 0 07 Feb 2022
Crafting Better Contrastive Views for Siamese Representation Learning Xiang Peng Kai Wang Zheng Hua Zhu Mang Wang Yang You SSL 28 102 0 07 Feb 2022
Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals Weidong Cao Yilong Zhao Adith Boloor Yinhe Han Xuan Zhang Li Jiang 15 17 0 30 Jan 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi L. V. D. van der Maaten Armand Joulin Ishan Misra 217 225 0 20 Jan 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models Mannat Singh Laura Gustafson Aaron B. Adcock Vinicius de Freitas Reis B. Gedik Raj Prateek Kosaraju D. Mahajan Ross B. Girshick Piotr Dollár L. V. D. van der Maaten VLM 32 122 0 20 Jan 2022
Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions T. Ahmad Mohsen Jafarzadeh A. Dhamija Ryan Rabinowitz Steve Cruz Chunchun Li Terrance E. Boult 17 0 0 19 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 22 211 0 10 Jan 2022
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound Rowan Zellers Jiasen Lu Ximing Lu Youngjae Yu Yanpeng Zhao Mohammadreza Salehi Aditya Kusupati Jack Hessel Ali Farhadi Yejin Choi 26 207 0 07 Jan 2022
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation John Lambert Zhuang Liu Ozan Sener James Hays V. Koltun VLM 24 197 0 27 Dec 2021
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Hervé Jégou ViT 30 47 0 27 Dec 2021
Learned Queries for Efficient Local Attention Moab Arar Ariel Shamir Amit H. Bermano ViT 36 29 0 21 Dec 2021
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency Tianshu Xie Xuan Cheng Minghui Liu Jiali Deng Xiaomin Wang Meilin Liu SupR 14 1 0 02 Dec 2021
TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs Shantanu Jaiswal Basura Fernando Cheston Tan ViT 34 14 0 26 Nov 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 4 191 0 19 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 302 7,434 0 11 Nov 2021
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity Pritam Sarkar Ali Etemad SSL 23 11 0 09 Nov 2021
Characterizing and Taming Resolution in Convolutional Neural Networks Eddie Q. Yan Liang Luo Luis Ceze 29 0 0 28 Oct 2021
Improving the Deployment of Recycling Classification through Efficient Hyper-Parameter Analysis Mazin Abdulmahmood R. Grammenos 13 2 0 21 Oct 2021
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn J. C. V. Gemert 80 81 0 15 Oct 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 22 8 0 12 Oct 2021
Learnable Adaptive Cosine Estimator (LACE) for Image Classification Joshua Peeples Connor H. McCurley Sarah Walker Dylan Stewart Alina Zare 11 3 0 11 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 209 487 0 01 Oct 2021
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey Jiali Duan C.-C. Jay Kuo 16 8 0 29 Jul 2021
Logit-based Uncertainty Measure in Classification Huiyue Wu Diego Klabjan EDL BDL UQCV 13 6 0 06 Jul 2021
SITTA: Single Image Texture Translation for Data Augmentation Boyi Li Yin Cui Tsung-Yi Lin Serge J. Belongie 16 3 0 25 Jun 2021
VOLO: Vision Outlooker for Visual Recognition Li-xin Yuan Qibin Hou Zihang Jiang Jiashi Feng Shuicheng Yan ViT 41 313 0 24 Jun 2021
Solution for Large-scale Long-tailed Recognition with Noisy Labels Yuqiao Xian Jiafan Zhuang Fufu Yu 15 1 0 20 Jun 2021
Sparse Training via Boosting Pruning Plasticity with Neuroregeneration Shiwei Liu Tianlong Chen Xiaohan Chen Zahra Atashgahi Lu Yin Huanyu Kou Li Shen Mykola Pechenizkiy Zhangyang Wang D. Mocanu 29 111 0 19 Jun 2021
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Andreas Steiner Alexander Kolesnikov Xiaohua Zhai Ross Wightman Jakob Uszkoreit Lucas Beyer ViT 34 613 0 18 Jun 2021
XCiT: Cross-Covariance Image Transformers Alaaeldin El-Nouby Hugo Touvron Mathilde Caron Piotr Bojanowski Matthijs Douze ... Ivan Laptev Natalia Neverova Gabriel Synnaeve Jakob Verbeek Hervé Jégou ViT 23 497 0 17 Jun 2021
Controlling Neural Networks with Rule Representations Sungyong Seo Sercan Ö. Arik Jinsung Yoon Xiang Zhang Kihyuk Sohn Tomas Pfister OOD AI4CE 24 35 0 14 Jun 2021
Transformed CNNs: recasting pre-trained convolutional layers with self-attention Stéphane dÁscoli Levent Sagun Giulio Biroli Ari S. Morcos ViT 8 6 0 10 Jun 2021
Knowledge distillation: A good teacher is patient and consistent Lucas Beyer Xiaohua Zhai Amelie Royer L. Markeeva Rohan Anil Alexander Kolesnikov VLM 15 287 0 09 Jun 2021
Grounding inductive biases in natural images:invariance stems from variations in data Diane Bouchacourt Mark Ibrahim Ari S. Morcos OOD 36 25 0 09 Jun 2021
Scaling Vision Transformers Xiaohua Zhai Alexander Kolesnikov N. Houlsby Lucas Beyer ViT 23 1,058 0 08 Jun 2021
Refiner: Refining Self-attention for Vision Transformers Daquan Zhou Yujun Shi Bingyi Kang Weihao Yu Zihang Jiang Yuan Li Xiaojie Jin Qibin Hou Jiashi Feng ViT 21 59 0 07 Jun 2021
Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training Dominic Masters A. Labatie Zach Eaton-Rosen Carlo Luschi 16 11 0 07 Jun 2021
Dynamic Resolution Network Mingjian Zhu Kai Han Enhua Wu Qiulin Zhang Ying Nie Zhenzhong Lan Yunhe Wang OOD 14 49 0 05 Jun 2021
Efficient Classification of Very Large Images with Tiny Objects Fanjie Kong Ricardo Henao 11 34 0 04 Jun 2021
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning Jannik Kossen Neil Band Clare Lyle Aidan N. Gomez Tom Rainforth Y. Gal OOD 3DPC 22 137 0 04 Jun 2021
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets Max Ryabinin A. Malinin Mark J. F. Gales UQCV 12 18 0 14 May 2021