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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
Multi Activity Sequence Alignment via Implicit Clustering
Multi Activity Sequence Alignment via Implicit Clustering
Taein Kwon
Zador Pataki
Mahdi Rad
Marc Pollefeys
HAIAI4TS
298
0
0
16 Mar 2025
SAM2-ELNet: Label Enhancement and Automatic Annotation for Remote Sensing Segmentation
SAM2-ELNet: Label Enhancement and Automatic Annotation for Remote Sensing SegmentationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Jianhao Yang
Wenshuo Yu
Yuanchao Lv
Jiance Sun
Bokang Sun
Mingyang Liu
295
2
0
16 Mar 2025
COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning-Based Transfer Learning Approach
COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning-Based Transfer Learning ApproachJMIRx Med (JMIRx Med), 2025
Anjali Dharmik
371
0
0
16 Mar 2025
Spherical Tree-Sliced Wasserstein Distance
Spherical Tree-Sliced Wasserstein DistanceInternational Conference on Learning Representations (ICLR), 2025
Hoang V. Tran
Thanh T. Chu
K. Nguyen
Trang Pham
Tam Le
Trung Quoc Nguyen
OT
308
6
0
14 Mar 2025
Interpretable Image Classification via Non-parametric Part Prototype LearningComputer Vision and Pattern Recognition (CVPR), 2025
Zhijie Zhu
Lei Fan
Maurice Pagnucco
Yang Song
348
6
0
13 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation
Hariprasath Govindarajan
Maciej K. Wozniak
Marvin Klingner
Camille Maurice
B. R. Kiran
S. Yogamani
419
1
0
12 Mar 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit DetectionIEEE Transactions on Image Processing (IEEE TIP), 2025
Yong Li
Menglin Liu
Zhen Cui
Y. Ding
Yuan Zong
Wenming Zheng
Shiguang Shan
Cuntai Guan
269
3
0
12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradientNeural Information Processing Systems (NeurIPS), 2025
Byeongchan Lee
Sehyun Lee
SSL
419
3
0
12 Mar 2025
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual LabelsComputer Vision and Pattern Recognition (CVPR), 2025
Qiming Xia
Wenkai Lin
Haoen Xiang
Xun Huang
Siheng Chen
Z. Dong
Cheng-Yu Wang
Chenglu Wen
3DPCOffRL
1.1K
4
0
11 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Chungpa Lee
Jeongheon Oh
Kibok Lee
Jy-yong Sohn
SSL
327
3
0
11 Mar 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature PerturbationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Romain Hermary
Vincent Gaudillière
Abd El Rahman Shabayek
Djamila Aouada
AAML
349
1
0
07 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer
Yan Han
S. Roy
Mehrtash Harandi
L. Petersson
NoLa
350
1
0
04 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes
Gal Yefet
A. Tal
SSL
323
0
0
02 Mar 2025
Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness
Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness
Hao Xuan
Bokai Yang
Xingyu Li
AAML
302
15
0
28 Feb 2025
Consistent Amortized Clustering via Generative Flow Networks
Consistent Amortized Clustering via Generative Flow NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Irit Chelly
Roy Uziel
Oren Freifeld
Ari Pakman
494
1
0
26 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations
Benedikt Alkin
Lukas Miklautz
Sepp Hochreiter
Johannes Brandstetter
VLM
517
15
0
24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation
Feature Space Perturbation: A Panacea to Enhanced Transferability EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Prafful Kumar Khoba
Zijian Wang
Chetan Arora
Mahsa Baktashmotlagh
AAML
387
2
0
23 Feb 2025
Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum SchedulingThe Web Conference (WWW), 2025
Heng Chang
Liang Gu
Cheng Hu
Zhinan Zhang
Hong Zhu
Yuhui Xu
Yuan Fang
Zhen Chen
365
1
0
22 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings
Graph Self-Supervised Learning with Learnable Structural and Positional EncodingsThe Web Conference (WWW), 2025
Asiri Wijesinghe
Hao Zhu
Piotr Koniusz
374
2
0
22 Feb 2025
Nearshore Underwater Target Detection Meets UAV-borne Hyperspectral Remote Sensing: A Novel Hybrid-level Contrastive Learning Framework and Benchmark Dataset
Nearshore Underwater Target Detection Meets UAV-borne Hyperspectral Remote Sensing: A Novel Hybrid-level Contrastive Learning Framework and Benchmark Dataset
Jiahao Qi
Chuanhong Zhou
Xingyue Liu
Chen Chen
Dehui Zhu
Kangcheng Bin
Ping Zhong
288
0
0
21 Feb 2025
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
Zhongwei Chen
Zhao-Xu Yang
Hai-Jun Rong
Guoqi Li
SSL
572
1
0
17 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein CouplingsAAAI Conference on Artificial Intelligence (AAAI), 2024
Bowen Deng
Tong Wang
Lele Fu
Sheng Huang
Chuan Chen
Tao Zhang
467
8
0
17 Feb 2025
Simplifying DINO via Coding Rate Regularization
Simplifying DINO via Coding Rate Regularization
Ziyang Wu
Jingyuan Zhang
Druv Pai
Xinze Wang
Chandan Singh
Jianwei Yang
Jianfeng Gao
Yi-An Ma
1.4K
11
0
17 Feb 2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation
Edward Ellis
A. Bulpitt
Nasim Parsa
Michael F Byrne
Sharib Ali
389
2
0
04 Feb 2025
Multi-level Supervised Contrastive Learning
Multi-level Supervised Contrastive Learning
Naghmeh Ghanooni
Barbod Pajoum
Harshit Rawal
Sophie Fellenz
Vo Nguyen Le Duy
Marius Kloft
502
1
0
04 Feb 2025
LEAD: An EEG Foundation Model for Alzheimer's Disease Detection
LEAD: An EEG Foundation Model for Alzheimer's Disease Detection
Yihe Wang
Nan Huang
Nadia Mammone
Marco Cecchi
Xiang Zhang
439
11
0
02 Feb 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
Yiyi Zhang
Ying Zheng
Xiaogang Xu
Jun Wang
SSL
381
4
0
28 Jan 2025
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors
Mingyuan Li
Tong Jia
Hui Lu
Bowen Ma
Hao Wang
Shiyi Guo
Da Cai
Dongyue Chen
313
1
0
28 Jan 2025
With Great Backbones Comes Great Adversarial Transferability
With Great Backbones Comes Great Adversarial Transferability
Erik Arakelyan
Karen Hambardzumyan
Davit Papikyan
Pasquale Minervini
Albert Gordo
Isabelle Augenstein
Aram H. Markosyan
AAML
359
0
0
21 Jan 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification
A Simple Graph Contrastive Learning Framework for Short Text ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2025
Yuqi Liu
Fausto Giunchiglia
Lan Huang
Ximing Li
Xiaoyue Feng
Renchu Guan
271
5
0
17 Jan 2025
Learning to Assist Humans without Inferring Rewards
Learning to Assist Humans without Inferring RewardsNeural Information Processing Systems (NeurIPS), 2024
Vivek Myers
Evan Ellis
Sergey Levine
Benjamin Eysenbach
Anca Dragan
601
10
0
17 Jan 2025
An Empirical Study of Autoregressive Pre-training from Videos
An Empirical Study of Autoregressive Pre-training from Videos
Jathushan Rajasegaran
Ilija Radosavovic
Rahul Ravishankar
Yossi Gandelsman
Christoph Feichtenhofer
Jitendra Malik
178
15
0
10 Jan 2025
Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling
Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling
Jelena Bratulić
Sudhanshu Mittal
David T. Hoffmann
Samuel Böhm
R. Schirrmeister
T. Ball
Christian Rupprecht
Thomas Brox
413
1
0
09 Jan 2025
Gaussian Masked Autoencoders
Gaussian Masked Autoencoders
Jathushan Rajasegaran
Xinlei Chen
Rulilong Li
Christoph Feichtenhofer
Jitendra Malik
Shiry Ginosar
3DGS
237
3
0
06 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation
Passive Non-Line-of-Sight Imaging with Light Transport ModulationIEEE Transactions on Image Processing (IEEE TIP), 2023
Jiarui Zhang
Ruixu Geng
Xiaolong Du
Yan Chen
Houqiang Li
Yang Hu
562
8
0
03 Jan 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal TransportAAAI Conference on Artificial Intelligence (AAAI), 2024
Bin Li
Ye-ling Shi
Qian Yu
Jingya Wang
OT
306
14
0
31 Dec 2024
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible EnrollmentIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Li Kewei
Zhou Hengshun
Shen Kai
Dai Yusheng
Du Jun
212
10
0
31 Dec 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 FramesComputer Vision and Pattern Recognition (CVPR), 2023
Pinelopi Papalampidi
Skanda Koppula
Shreya Pathak
Celine Lee
Joseph Heyward
Viorica Patraucean
Jiajun Shen
Antoine Miech
Andrew Zisserman
Aida Nematzdeh
VLM
286
40
0
31 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked
  Autoencoder Learning
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder LearningAAAI Conference on Artificial Intelligence (AAAI), 2024
Shentong Mo
249
1
0
23 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"AAAI Conference on Artificial Intelligence (AAAI), 2024
Yudong Zhang
Ruobing Xie
Jiansheng Chen
Xingwu Sun
Zhanhui Kang
Yu Wang
441
3
0
21 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs
CLDG: Contrastive Learning on Dynamic GraphsIEEE International Conference on Data Engineering (ICDE), 2023
Yiming Xu
Bin Shi
Teng Ma
Bo Dong
Haoyi Zhou
Qinghua Zheng
368
24
0
19 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO
  Detector
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector
Tianheng Qiu
Ka Lung Law
Guanghua Pan
Jufei Wang
Xin Gao
Xuan Huang
Hu Wei
269
1
0
16 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification
Haocong Rao
Chunyan Miao
450
1
0
12 Dec 2024
Visual Lexicon: Rich Image Features in Language Space
Visual Lexicon: Rich Image Features in Language SpaceComputer Vision and Pattern Recognition (CVPR), 2024
Xudong Wang
Xingyi Zhou
Alireza Fathi
Trevor Darrell
Cordelia Schmid
VLM
211
7
0
09 Dec 2024
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside
  CNN Models
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models
Yi Liao
Yongsheng Gao
Weichuan Zhang
285
0
0
02 Dec 2024
Learning Structured Representations with Hyperbolic Embeddings
Learning Structured Representations with Hyperbolic EmbeddingsNeural Information Processing Systems (NeurIPS), 2024
Aditya Sinha
Siqi Zeng
M. Yamada
Han Zhao
380
9
0
02 Dec 2024
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic
  Segmentation Network For Relic Landslide Detection
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide DetectionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Juefei He
Yuexing Peng
Wei Li
Junchuan Yu
Daqing Ge
Wei Xiang
221
2
0
26 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
Probing the Mid-level Vision Capabilities of Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2024
Xuweiyi Chen
Markus Marks
Zezhou Cheng
485
4
0
25 Nov 2024
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders
DeDe: Detecting Backdoor Samples for SSL Encoders via DecodersComputer Vision and Pattern Recognition (CVPR), 2024
Sizai Hou
Songze Li
Duanyi Yao
AAML
540
0
0
25 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image
  Modeling
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling
Zhong-Yu Li
Yunheng Li
Deng-Ping Fan
Ming-Ming Cheng
355
0
0
24 Nov 2024
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