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Unsupervised Feature Learning via Non-Parametric Instance-level
  Discrimination

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 1,940 papers shown
Title
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning
  and Spatial Post-processing
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing
Bo Lin
Shoshanna Saxe
Timothy C. Y. Chan
HAI
89
0
0
15 Aug 2023
Radiomics-Informed Deep Learning for Classification of Atrial
  Fibrillation Sub-Types from Left-Atrium CT Volumes
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes
Weihang Dai
Xuelong Li
Taihui Yu
Di Zhao
Jun Shen
Kwang-Ting Cheng
60
0
0
14 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images
  with Free Attention Masks
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks
David Junhao Zhang
Mutian Xu
Chuhui Xue
Wenqing Zhang
Xiaoguang Han
Song Bai
Mike Zheng Shou
DiffM
131
6
0
13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency
SimMatchV2: Semi-Supervised Learning with Graph Consistency
Mingkai Zheng
Shan You
Lang Huang
Chen Luo
Fei Wang
Chao Qian
Chang Xu
SSL
77
11
0
13 Aug 2023
Induction Network: Audio-Visual Modality Gap-Bridging for
  Self-Supervised Sound Source Localization
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization
Tianyu Liu
Peng Zhang
Wei Huang
Yufei Zha
Tao You
Yanni Zhang
SSL
67
2
0
09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features
  using Transformer and its Self-distillation
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation
T. Furuya
Zhoujie Chen
Ryutarou Ohbuchi
Zhenzhong Kuang
3DPC
60
2
0
09 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action
  Prediction
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction
Izzeddin Teeti
Rongali Sai Bhargav
Vivek Singh
Andrew Bradley
Biplab Banerjee
Fabio Cuzzolin
66
3
0
08 Aug 2023
Part-Aware Transformer for Generalizable Person Re-identification
Part-Aware Transformer for Generalizable Person Re-identification
Hao Ni
Yuke Li
Lianli Gao
Hengtao Shen
Jingkuan Song
OODViT
127
42
0
07 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images
Multi-Label Self-Supervised Learning with Scene Images
Kevin Zhu
Minghao Fu
Jianxin Wu
SSL
85
15
0
07 Aug 2023
The changing rule of human bone density with aging based on a novel
  definition and mensuration of bone density with computed tomography
The changing rule of human bone density with aging based on a novel definition and mensuration of bone density with computed tomography
Linmi Tao
Rui-Tan Liu
Yuan Wang
Yuezhi Zhou
Li Huo
Guilan Hu
Xiangsong Zhang
Zuo-xiang He
40
1
0
05 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate
  Prediction
MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction
Jianghao Lin
Yanru Qu
Wei Guo
Xinyi Dai
Ruiming Tang
Yong Yu
Weinan Zhang
72
21
0
03 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional
  Questions
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
Tim Hartill
N. Tan
Michael Witbrock
Patricia J. Riddle
ReLMKELMLRM
86
2
0
02 Aug 2023
Relational Contrastive Learning for Scene Text Recognition
Relational Contrastive Learning for Scene Text Recognition
Jinglei Zhang
Tiancheng Lin
Yi Xu
Kaibo Chen
Rui Zhang
93
11
0
01 Aug 2023
Center Contrastive Loss for Metric Learning
Center Contrastive Loss for Metric Learning
Bolun Cai
Pengfei Xiong
Shangxuan Tian
SSL
57
7
0
01 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for
  label-free blood vessel segmentation
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation
Boah Kim
Y. Oh
Bradford J. Wood
Ronald M. Summers
Jong Chul Ye
DiffMMedIm
158
8
0
31 Jul 2023
Stochastic positional embeddings improve masked image modeling
Stochastic positional embeddings improve masked image modeling
Amir Bar
Florian Bordes
Assaf Shocher
Mahmoud Assran
Pascal Vincent
Nicolas Ballas
Trevor Darrell
Amir Globerson
Yann LeCun
70
3
0
31 Jul 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image
  Classification
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification
R. Abdelfattah
Qing Guo
Xiaoguang Li
Xiang Wang
Song Wang
VLM
75
33
0
31 Jul 2023
Sampling to Distill: Knowledge Transfer from Open-World Data
Sampling to Distill: Knowledge Transfer from Open-World Data
Yuzheng Wang
Zhaoyu Chen
Jie M. Zhang
Dingkang Yang
Zuhao Ge
Yang Liu
Siao Liu
Yunquan Sun
Wenqiang Zhang
Lizhe Qi
85
9
0
31 Jul 2023
Uncertainty-aware Unsupervised Multi-Object Tracking
Uncertainty-aware Unsupervised Multi-Object Tracking
Kai Liu
Sheng Jin
Zhihang Fu
Ze Chen
Rongxin Jiang
Jieping Ye
VOTMQ
104
8
0
28 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Kun Yuan
V. Srivastav
Tong Yu
Joël L. Lavanchy
J. Marescaux
Pietro Mascagni
Nassir Navab
N. Padoy
199
23
0
27 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation
Optical Flow boosts Unsupervised Localization and Segmentation
Xinyu Zhang
Abdeslam Boularias
100
5
0
25 Jul 2023
Cos R-CNN for Online Few-shot Object Detection
Cos R-CNN for Online Few-shot Object Detection
G. P. Data
Henry Howard-Jenkins
D. W. Murray
V. Prisacariu
ObjD
41
1
0
25 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard
  Skeleton Mining for Unsupervised Person Re-Identification
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification
Haocong Rao
Cyril Leung
Steven C. H. Hoi
3DH
94
8
0
24 Jul 2023
Phase Matching for Out-of-Distribution Generalization
Phase Matching for Out-of-Distribution Generalization
Chengming Hu
Ye Du
Rui Wang
Hao Chen
OOD
75
0
0
24 Jul 2023
Towards Video Anomaly Retrieval from Video Anomaly Detection: New
  Benchmarks and Model
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model
Peng Wu
Jing Liu
Xiangteng He
Yuxin Peng
Peng Wang
Yanning Zhang
124
34
0
24 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual
  Representation Learning
Hallucination Improves the Performance of Unsupervised Visual Representation Learning
Jing Wu
Jennifer Hobbs
N. Hovakimyan
SSL
97
20
0
22 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic
  Image Synthesis
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis
Hao Tang
Guolei Sun
N. Sebe
Luc Van Gool
GAN
101
12
0
22 Jul 2023
Morphology-inspired Unsupervised Gland Segmentation via Selective
  Semantic Grouping
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
Qixiang Zhang
Yi Li
Cheng Xue
Xuelong Li
MedIm
51
1
0
22 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging
  Analysis
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis
Muhammad Osama Khan
Yi Fang
73
4
0
20 Jul 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised
  Learning
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
Borja Rodríguez Gálvez
Arno Blaas
P. Rodríguez
Adam Goliñski
Xavier Suau
Jason Ramapuram
Dan Busbridge
Luca Zappella
82
7
0
20 Jul 2023
SLPD: Slide-level Prototypical Distillation for WSIs
SLPD: Slide-level Prototypical Distillation for WSIs
Zhimiao Yu
Tiancheng Lin
Yi Xu
80
7
0
20 Jul 2023
Learning Discriminative Visual-Text Representation for Polyp
  Re-Identification
Learning Discriminative Visual-Text Representation for Polyp Re-Identification
Suncheng Xiang
Can Liu
Sijia Du
Xiaobo Li
62
1
0
20 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems
A Holistic Assessment of the Reliability of Machine Learning Systems
Anthony Corso
David Karamadian
Romeo Valentin
Mary Cooper
Mykel J. Kochenderfer
77
7
0
20 Jul 2023
Density-invariant Features for Distant Point Cloud Registration
Density-invariant Features for Distant Point Cloud Registration
Quanpan Liu
Hongzi Zhu
Yunsong Zhou
Hongyang Li
Shan Chang
Minyi Guo
3DPC
72
21
0
19 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression
  Recognition under Label Noise
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise
Zhi-Fan Wu
J. Cui
76
19
0
18 Jul 2023
Feature Activation Map: Visual Explanation of Deep Learning Models for
  Image Classification
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification
Yiwen Liao
Yongsheng Gao
Weichuan Zhang
FAtt
32
0
0
11 Jul 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised
  Few-Shot Classification & Segmentation
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation
Dahyun Kang
Piotr Koniusz
Minsu Cho
Naila Murray
VLMViT
85
26
0
07 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery
Yun-Qiu Lv
Jing Zhang
Nick Barnes
Yuchao Dai
87
11
0
07 Jul 2023
Human Inspired Progressive Alignment and Comparative Learning for
  Grounded Word Acquisition
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition
Yuwei Bao
B. Lattimer
J. Chai
CLL
84
1
0
05 Jul 2023
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype
  Learning
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning
Gulcin Baykal
Halil Faruk Karagoz
T. Binhuraib
Gözde B. Ünal
VLMDiffM
55
4
0
04 Jul 2023
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality
Yunhui Guo
Youren Zhang
Yubei Chen
Stella X. Yu
44
3
0
04 Jul 2023
Graph-level Anomaly Detection via Hierarchical Memory Networks
Graph-level Anomaly Detection via Hierarchical Memory Networks
Chaoxi Niu
Guansong Pang
Ling-Hao Chen
107
19
0
03 Jul 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation
Jiaxing Huang
Jingyi Zhang
Han Qiu
Sheng Jin
Shijian Lu
VPVLMVLM
104
0
0
29 Jun 2023
Multi-network Contrastive Learning Based on Global and Local
  Representations
Multi-network Contrastive Learning Based on Global and Local Representations
Weiquan Li
Xianzhong Long
Yun Li
SSL
56
0
0
28 Jun 2023
A Self-supervised Contrastive Learning Method for Grasp Outcomes
  Prediction
A Self-supervised Contrastive Learning Method for Grasp Outcomes Prediction
Chengliang Liu
Binhua Huang
Yiwen Liu
Yuanzhe Su
Kenny T Mai
Yupo Zhang
Zhengkun Yi
Xinyu Wu
SSL
67
3
0
26 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision
Neural Algorithmic Reasoning Without Intermediate Supervision
Gleb Rodionov
Liudmila Prokhorenkova
OffRLLRMOOD
108
12
0
23 Jun 2023
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual
  Reinforcement Learning
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
Ruijie Zheng
Xiyao Wang
Yanchao Sun
Shuang Ma
Jieyu Zhao
Huazhe Xu
Hal Daumé
Furong Huang
90
40
0
22 Jun 2023
Inter-Instance Similarity Modeling for Contrastive Learning
Inter-Instance Similarity Modeling for Contrastive Learning
Chen Shen
Dawei Liu
Hao Tang
Zhe Qu
Jianxin Wang
SSL
79
7
0
21 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical
  Imaging via Second-order Graph Matching
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
D. M. Nguyen
Hoang Nguyen
Nghiem Tuong Diep
Tan Ngoc Pham
T. Cao
...
Nhat Ho
Shadi Albarqouni
P. Xie
Daniel Sonntag
Mathias Niepert
VLMMedIm
142
55
0
20 Jun 2023
Understanding Contrastive Learning Through the Lens of Margins
Understanding Contrastive Learning Through the Lens of Margins
Daniel Rho
Taesoo Kim
Sooill Park
Jaehyun Park
Jaehan Park
SSL
75
2
0
20 Jun 2023
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