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1805.00932
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Exploring the Limits of Weakly Supervised Pretraining
2 May 2018
D. Mahajan
Ross B. Girshick
Vignesh Ramanathan
Kaiming He
Manohar Paluri
Shouqing Yang
Ashwin R. Bharambe
Laurens van der Maaten
VLM
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Papers citing
"Exploring the Limits of Weakly Supervised Pretraining"
50 / 847 papers shown
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
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Raphael Gontijo-Lopes
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Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability
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Ruifei He
Shuyang Sun
Jihan Yang
Song Bai
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10 Mar 2022
Efficient Image Representation Learning with Federated Sampled Softmax
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Huizhong Chen
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09 Mar 2022
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches
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Daniele Angioni
Angelo Sotgiu
Christian Scano
Ambra Demontis
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07 Mar 2022
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions
IEEE International Conference on Consumer Electronics (ICCE), 2022
Ruikang Ju
Ting-Yu Lin
Jen-Shiun Chiang
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Yu-Shian Lin
Liu-Rui-Yi Huang
ViT
138
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02 Mar 2022
WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models
Jingwei Zhuo
Binda Liu
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Xiaoqiang Zhu
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28 Feb 2022
Synergistic Network Learning and Label Correction for Noise-robust Image Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Chen Gong
K. Bin
E. Seibel
Xin Wang
Youbing Yin
Qi Song
NoLa
220
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0
27 Feb 2022
Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Xihong Yang
Xiaochang Hu
Sihang Zhou
Xinwang Liu
En Zhu
SSL
568
57
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24 Feb 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
Alex Long
Wei Yin
Thalaiyasingam Ajanthan
Vu-Linh Nguyen
Pulak Purkait
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22 Feb 2022
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Longshan Yao
Xingyu Liu
Ying Zhou
NoLa
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Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
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Quentin Duval
Isaac Seessel
Mathilde Caron
Ishan Misra
Levent Sagun
Armand Joulin
Piotr Bojanowski
VLM
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410
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16 Feb 2022
Fairness Indicators for Systematic Assessments of Visual Feature Extractors
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Priya Goyal
Adriana Romero Soriano
C. Hazirbas
Levent Sagun
Nicolas Usunier
EGVM
217
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15 Feb 2022
CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval
Knowledge Discovery and Data Mining (KDD), 2022
Licheng Yu
Jun Chen
Animesh Sinha
Mengjiao MJ Wang
Hugo Chen
Tamara L. Berg
Ning Zhang
VLM
257
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15 Feb 2022
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Jiasen Lu
Jordi Salvador
Roozbeh Mottaghi
Aniruddha Kembhavi
180
3
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14 Feb 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
Neural Information Processing Systems (NeurIPS), 2022
Jiaxi Gu
Xiaojun Meng
Guansong Lu
Lu Hou
Minzhe Niu
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Runhu Huang
Wei Zhang
Xingda Jiang
Chunjing Xu
Hang Xu
VLM
396
137
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14 Feb 2022
Learning Weakly-Supervised Contrastive Representations
International Conference on Learning Representations (ICLR), 2022
Yifan Hao
Tianqi Li
Weixin Liu
Pei-Kai Liao
Ruslan Salakhutdinov
Louis-Philippe Morency
SSL
116
10
0
14 Feb 2022
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning
Yawen Wu
Dewen Zeng
Zhepeng Wang
Yi Sheng
Lei Yang
A. James
Yiyu Shi
Jingtong Hu
FedML
157
33
0
14 Feb 2022
Dataset Condensation with Contrastive Signals
International Conference on Machine Learning (ICML), 2022
Saehyung Lee
Sanghyuk Chun
Sangwon Jung
Sangdoo Yun
Sung-Hoon Yoon
DD
314
128
0
07 Feb 2022
Catch Me if You Can: A Novel Task for Detection of Covert Geo-Locations (CGL)
Binoy Saha
Sukhendu Das
134
1
0
05 Feb 2022
Auto-Transfer: Learning to Route Transferrable Representations
International Conference on Learning Representations (ICLR), 2022
K. Murugesan
Vijay Sadashivaiah
Ronny Luss
Karthikeyan Shanmugam
Pin-Yu Chen
Amit Dhurandhar
AAML
370
6
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02 Feb 2022
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning
C. Albrecht
F. Marianno
L. Klein
VLM
123
12
0
31 Jan 2022
Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals
IEEE transactions on computers (IEEE Trans. Comput.), 2022
Weidong Cao
Yilong Zhao
Adith Boloor
Yinhe Han
Xuan Zhang
Li Jiang
175
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0
30 Jan 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices
ACM Computing Surveys (ACM CSUR), 2022
Mikolaj Malkiñski
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491
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28 Jan 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models
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Mannat Singh
Laura Gustafson
Aaron B. Adcock
Vinicius de Freitas Reis
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D. Mahajan
Ross B. Girshick
Piotr Dollár
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285
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20 Jan 2022
What can we learn from misclassified ImageNet images?
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Laurent Itti
103
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Jia Shi
Deepak Pathak
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17 Jan 2022
Transferability in Deep Learning: A Survey
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Yang Shu
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193
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15 Jan 2022
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification
IEEE Transactions on Image Processing (IEEE TIP), 2022
Menglin Wang
Jiachen Li
Baisheng Lai
Xiaojin Gong
Xiansheng Hua
277
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15 Jan 2022
Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond
Irtiza Hasan
Tianran Ouyang
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S. Akram
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ViT
287
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10 Jan 2022
Learning with Less Labels in Digital Pathology via Scribble Supervision from Natural Images
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Eu Wern Teh
Graham W. Taylor
142
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07 Jan 2022
AutoBalance: Optimized Loss Functions for Imbalanced Data
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Mingchen Li
Xuechen Zhang
Christos Thrampoulidis
Jiasi Chen
Samet Oymak
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04 Jan 2022
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data
AAAI Conference on Artificial Intelligence (AAAI), 2021
Shenwang Jiang
Jianan Li
Ying Wang
Bo Huang
Zhang Zhang
Tingfa Xu
NoLa
135
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30 Dec 2021
Cross Modal Retrieval with Querybank Normalisation
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Simion-Vlad Bogolin
Ioana Croitoru
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Yang Liu
Samuel Albanie
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23 Dec 2021
Are Large-scale Datasets Necessary for Self-Supervised Pre-training?
Alaaeldin El-Nouby
Gautier Izacard
Hugo Touvron
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Edouard Grave
Edouard Grave
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164
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20 Dec 2021
On Efficient Transformer-Based Image Pre-training for Low-Level Vision
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Wenbo Li
Xin Lu
Shengju Qian
Jiangbo Lu
Xinming Zhang
Jiaya Jia
ViT
246
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19 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation
Bichen Wu
Rui Cheng
Peizhao Zhang
Tianren Gao
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Joseph E. Gonzalez
VLM
309
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Audio Retrieval with Natural Language Queries: A Benchmark Study
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Andreea-Maria Oncescu
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Rethinking Nearest Neighbors for Visual Classification
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Claire Cardie
Serge Belongie
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Towards General and Efficient Active Learning
Yichen Xie
Masayoshi Tomizuka
Wei Zhan
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263
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Neural Belief Propagation for Scene Graph Generation
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M. Bober
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176
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Annotation-efficient cancer detection with report-guided lesion annotation for deep learning-based prostate cancer detection in bpMRI
Joeran S. Bosma
A. Saha
M. Hosseinzadeh
Ivan Slootweg
Maarten de Rooij
Henkjan Huisman
201
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09 Dec 2021
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules
Xinfeng Xie
Prakash Prabhu
Ulysse Beaugnon
P. Phothilimthana
Sudip Roy
Azalia Mirhoseini
E. Brevdo
James Laudon
Yanqi Zhou
123
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General Facial Representation Learning in a Visual-Linguistic Manner
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Yinglin Zheng
Hao Yang
Ting Zhang
Jianmin Bao
Dongdong Chen
Yangyu Huang
Lu Yuan
Dong Chen
Ming Zeng
Fang Wen
CVBM
461
230
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06 Dec 2021
Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval
Fan Hu
Aozhu Chen
Ziyu Wang
Fangming Zhou
Jianfeng Dong
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211
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The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
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Aaqib Saeed
428
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The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification
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Youngkyu Hong
Byeongho Heo
Sangdoo Yun
J. Choi
353
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Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data
Samarth Mishra
Yikang Shen
Cheng Perng Phoo
Chun-Fu Chen
Leonid Karlinsky
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Venkatesh Saligrama
Rogerio Feris
388
42
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30 Nov 2021
A Simple Long-Tailed Recognition Baseline via Vision-Language Model
Teli Ma
Shijie Geng
Mengmeng Wang
Jing Shao
Jiasen Lu
Jiaming Song
Shiyang Feng
Yu Qiao
VLM
234
62
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29 Nov 2021
Weakly-guided Self-supervised Pretraining for Temporal Activity Detection
AAAI Conference on Artificial Intelligence (AAAI), 2021
Kumara Kahatapitiya
Zhou Ren
Haoxiang Li
Zhenyu Wu
Michael S. Ryoo
G. Hua
ViT
173
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26 Nov 2021
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition
European Conference on Computer Vision (ECCV), 2021
Changyao Tian
Wenhai Wang
Xizhou Zhu
Jifeng Dai
Yu Qiao
VLM
356
94
0
26 Nov 2021
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