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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 / 2,003 papers shown
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth
  Estimation
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation
Muhammad Osama Khan
Junbang Liang
Chun-Kai Wang
Shan Yang
Yu Lou
MDE
208
4
0
06 Oct 2023
URLOST: Unsupervised Representation Learning without Stationarity or Topology
URLOST: Unsupervised Representation Learning without Stationarity or TopologyInternational Conference on Learning Representations (ICLR), 2023
Zeyu Yun
Juexiao Zhang
Bruno A. Olshausen
Yann LeCun
578
1
0
06 Oct 2023
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification
Feihong He
Gang Li
Hui Xiong
VLMViT
431
8
0
05 Oct 2023
Co-modeling the Sequential and Graphical Routes for Peptide
  Representation Learning
Co-modeling the Sequential and Graphical Routes for Peptide Representation Learning
Zihan Liu
Ge Wang
Yuan Liu
Jiangbin Zheng
Stan Z. Li
AI4TS
260
2
0
04 Oct 2023
ScaleNet: An Unsupervised Representation Learning Method for Limited
  Information
ScaleNet: An Unsupervised Representation Learning Method for Limited InformationGerman Conference on Pattern Recognition (GCPR), 2023
Huili Huang
M. M. Roozbahani
SSL
328
785
0
03 Oct 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingIEEE International Conference on Computer Vision (ICCV), 2023
Mattia Segu
Bernt Schiele
Fisher Yu
TTA
281
15
0
03 Oct 2023
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive
  Zero-shot Semantic Segmentation
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation
Jialei Chen
Daisuke Deguchi
Chenkai Zhang
Xu Zheng
Hiroshi Murase
VLM
323
9
0
03 Oct 2023
Self-supervised Learning of Contextualized Local Visual Embeddings
Self-supervised Learning of Contextualized Local Visual Embeddings
T. Silva
Hélio Pedrini
Adín Ramirez Rivera
SSL
420
3
0
01 Oct 2023
Structural Adversarial Objectives for Self-Supervised Representation
  Learning
Structural Adversarial Objectives for Self-Supervised Representation Learning
Xiao Zhang
Michael Maire
425
2
0
30 Sep 2023
Information Flow in Self-Supervised Learning
Information Flow in Self-Supervised LearningInternational Conference on Machine Learning (ICML), 2023
Zhiyuan Tan
Jingqin Yang
Weiran Huang
Yang Yuan
Yifan Zhang
SSL
443
17
0
29 Sep 2023
Generalizable Heterogeneous Federated Cross-Correlation and Instance
  Similarity Learning
Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Wenke Huang
J. J. Valero-Mas
Dasaem Jeong
Bo Du
FedML
224
82
0
28 Sep 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class
  Incremental Semantic Segmentation Without Exemplar Memory
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar MemoryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Danpei Zhao
Bo Yuan
Z. Shi
VLMCLL
260
20
0
27 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial
  Datasets
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets
Daria Reshetova
Swetava Ganguli
C. V. K. Iyer
Vipul Pandey
212
4
0
26 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited
Patrick Feeney
M. C. Hughes
254
4
0
25 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained
  Recognition
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition
Oindrila Saha
Subhransu Maji
SSL
212
5
0
25 Sep 2023
Spatial-frequency channels, shape bias, and adversarial robustness
Spatial-frequency channels, shape bias, and adversarial robustnessNeural Information Processing Systems (NeurIPS), 2023
Ajay Subramanian
E. Sizikova
N. Majaj
D. Pelli
AAML
240
27
0
22 Sep 2023
SCOB: Universal Text Understanding via Character-wise Supervised
  Contrastive Learning with Online Text Rendering for Bridging Domain Gap
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain GapIEEE International Conference on Computer Vision (ICCV), 2023
Daehee Kim
Yoon Kim
Donghyun Kim
Yumin Lim
Geewook Kim
Taeho Kil
283
4
0
21 Sep 2023
Unlocking the Heart Using Adaptive Locked Agnostic Networks
Unlocking the Heart Using Adaptive Locked Agnostic Networks
Sylwia Majchrowska
Anders Hildeman
Philip Teare
Tom Diethe
119
1
0
21 Sep 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised
  Learning
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised LearningIEEE Access (IEEE Access), 2023
Thanh Nguyen
T. Pham
Chaoning Zhang
Tung M. Luu
Thang Vu
Chang D. Yoo
315
10
0
21 Sep 2023
Open-Vocabulary Affordance Detection using Knowledge Distillation and
  Text-Point Correlation
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point CorrelationIEEE International Conference on Robotics and Automation (ICRA), 2023
Tuan V. Vo
Minh Nhat Vu
Baoru Huang
Toan Tien Nguyen
Ngan Le
T. Vo
Anh Nguyen
3DPC
283
16
0
19 Sep 2023
Sound Source Localization is All about Cross-Modal Alignment
Sound Source Localization is All about Cross-Modal AlignmentIEEE International Conference on Computer Vision (ICCV), 2023
Arda Senocak
H. Ryu
Junsik Kim
Tae-Hyun Oh
Hanspeter Pfister
Joon Son Chung
221
31
0
19 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity
  Measurement
OpenMSD: Towards Multilingual Scientific Documents Similarity MeasurementInternational Conference on Language Resources and Evaluation (LREC), 2023
Yang Gao
Ji Ma
I. Korotkov
Keith B. Hall
Dana Alon
Donald Metzler
128
0
0
19 Sep 2023
Towards Better Modeling with Missing Data: A Contrastive Learning-based
  Visual Analytics Perspective
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics PerspectiveIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Laixin Xie
Ouyang Yang
Long-fei Chen
Ziming Wu
Quan Li
248
1
0
18 Sep 2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant
  Forgery Clues
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery CluesACM Multimedia (ACM MM), 2023
Kun Pan
Yifang Yin
Yao Wei
Feng Lin
Zhongjie Ba
Zhenguang Liu
Peng Kuang
Lorenzo Cavallaro
Kui Ren
CLL
333
36
0
18 Sep 2023
Self-supervised Multi-view Clustering in Computer Vision: A Survey
Self-supervised Multi-view Clustering in Computer Vision: A SurveyIET Computer Vision (ICV), 2023
Jiatai Wang
Zhiwei Xu
Xuewen Yang
Hailong Li
Bo Li
Xuying Meng
230
5
0
18 Sep 2023
Leveraging Multi-lingual Positive Instances in Contrastive Learning to
  Improve Sentence Embedding
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence EmbeddingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Kaiyan Zhao
Qiyu Wu
Xin-Qiang Cai
Yoshimasa Tsuruoka
181
10
0
16 Sep 2023
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation
  with Multi-Perspective Meta Labels
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta LabelsACM Multimedia (ACM MM), 2023
YiXuan Wu
Jintai Chen
Jiahuan Yan
Yiheng Zhu
Benlin Liu
Jian Wu
VLM
243
8
0
16 Sep 2023
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual
  Masked Autoencoder
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual Masked AutoencoderIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2023
Xingjian Diao
Ming Cheng
Shitong Cheng
VGen
297
11
0
15 Sep 2023
A Theoretical and Empirical Study on the Convergence of Adam with an
  "Exact" Constant Step Size in Non-Convex Settings
A Theoretical and Empirical Study on the Convergence of Adam with an "Exact" Constant Step Size in Non-Convex Settings
Alokendu Mazumder
Rishabh Sabharwal
Manan Tayal
Bhartendu Kumar
Punit Rathore
352
0
0
15 Sep 2023
BAGEL: Backdoor Attacks against Federated Contrastive Learning
BAGEL: Backdoor Attacks against Federated Contrastive Learning
Yao Huang
Kongyang Chen
Jiannong Cao
Jiaxing Shen
Shaowei Wang
Yun Peng
Weilong Peng
Kechao Cai
FedML
166
4
0
14 Sep 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention
  Deficit?
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?IEEE International Conference on Computer Vision (ICCV), 2023
Bill Psomas
Ioannis Kakogeorgiou
Konstantinos Karantzalos
Yannis Avrithis
ViT
229
15
0
13 Sep 2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific
  Condition
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition
Li-Huan Du
Xucong Zhang
Guohao Lan
CVBM
153
2
0
08 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups
Adapting Self-Supervised Representations to Multi-Domain SetupsBritish Machine Vision Conference (BMVC), 2023
Neha Kalibhat
Sam Sharpe
Jeremy Goodsitt
Bayan Bruss
Soheil Feizi
215
0
0
07 Sep 2023
CenTime: Event-Conditional Modelling of Censoring in Survival Analysis
CenTime: Event-Conditional Modelling of Censoring in Survival Analysis
Ahmed H. Shahin
An Zhao
Alexander C. Whitehead
Daniel C. Alexander
Joseph Jacob
D. Barber
233
5
0
07 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped
  Positions
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped PositionsNeural Information Processing Systems (NeurIPS), 2023
Haochen Wang
Junsong Fan
Yuxi Wang
Kaiyou Song
Tong Wang
Zhaoxiang Zhang
262
25
0
07 Sep 2023
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd
  Flow Inference
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference
Songyu Ke
Ting Li
Li Song
Yanping Sun
Qintian Sun
Junbo Zhang
Yu Zheng
SSL
348
3
0
06 Sep 2023
Variational Self-Supervised Contrastive Learning Using Beta Divergence
Variational Self-Supervised Contrastive Learning Using Beta Divergence
Mehmet Can Yavuz
Berrin Yanikoglu
SSL
386
1
0
05 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal
  Neighborhood Clustering
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood ClusteringIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Shiqi Yang
Yaxing Wang
Joost van de Weijer
Luis Herranz
Shangling Jui
Jian Yang
TTA
249
22
0
01 Sep 2023
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video
  Representation Learning
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation LearningACM Multimedia (ACM MM), 2023
Minghao Zhu
Xiao Lin
Ronghao Dang
Chengju Liu
Qi Chen
VGen
227
11
0
01 Sep 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based
  Knowledge Distillation for Histopathology Image Analysis
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
T. Vuong
J. T. Kwak
259
10
0
31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive
  Learning
Towards a Rigorous Analysis of Mutual Information in Contrastive LearningNeural Networks (Neural Netw.), 2023
Kyungeun Lee
Jaeill Kim
Suhyun Kang
Wonjong Rhee
SSL
236
6
0
30 Aug 2023
Exploring Model Transferability through the Lens of Potential Energy
Exploring Model Transferability through the Lens of Potential EnergyIEEE International Conference on Computer Vision (ICCV), 2023
Xiaotong Li
Zixuan Hu
Yixiao Ge
Ying Shan
Ling-Yu Duan
243
13
0
29 Aug 2023
LAC: Latent Action Composition for Skeleton-based Action Segmentation
LAC: Latent Action Composition for Skeleton-based Action SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Di Yang
Yaohui Wang
A. Dantcheva
Quan Kong
Lorenzo Garattoni
Gianpiero Francesca
Francois Bremond
550
18
0
28 Aug 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain
  Generalization
Multi-Scale and Multi-Layer Contrastive Learning for Domain GeneralizationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Aristotelis Ballas
Christos Diou
OOD
545
16
0
28 Aug 2023
Towards Fast and Accurate Image-Text Retrieval with Self-Supervised
  Fine-Grained Alignment
Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained AlignmentIEEE transactions on multimedia (IEEE TMM), 2023
Jiamin Zhuang
Jing Yu
Yang Ding
Xiangyang Qu
Yue Hu
261
12
0
27 Aug 2023
EventTransAct: A video transformer-based framework for Event-camera
  based action recognition
EventTransAct: A video transformer-based framework for Event-camera based action recognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Tristan de Blegiers
I. Dave
Adeel Yousaf
M. Shah
ViT
207
17
0
25 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning
  between Global and Hypercolumn Features
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn FeaturesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zheng Gao
Chen Feng
Ioannis Patras
SSL
242
6
0
25 Aug 2023
Cross-Video Contextual Knowledge Exploration and Exploitation for
  Ambiguity Reduction in Weakly Supervised Temporal Action Localization
Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization
Songchun Zhang
Chunhui Zhao
230
7
0
24 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners
Masked Autoencoders are Efficient Class Incremental LearnersIEEE International Conference on Computer Vision (ICCV), 2023
Jiang-Tian Zhai
Xialei Liu
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
CLL
193
20
0
24 Aug 2023
Understanding Dark Scenes by Contrasting Multi-Modal Observations
Understanding Dark Scenes by Contrasting Multi-Modal ObservationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Xiaoyu Dong
Xiangwei Zhu
230
13
0
23 Aug 2023
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