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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
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype
  Learning
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype LearningAsian Conference on Machine Learning (ACML), 2023
Gulcin Baykal
Halil Faruk Karagoz
T. Binhuraib
Gözde B. Ünal
VLMDiffM
111
7
0
04 Jul 2023
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality
Unsupervised Feature Learning with Emergent Data-Driven PrototypicalityComputer Vision and Pattern Recognition (CVPR), 2023
Yunhui Guo
Youren Zhang
Yubei Chen
Stella X. Yu
159
4
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
238
27
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
350
3
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
157
0
0
28 Jun 2023
A Self-supervised Contrastive Learning Method for Grasp Outcomes
  Prediction
A Self-supervised Contrastive Learning Method for Grasp Outcomes PredictionInternational Conference on Real-time Computing and Robotics (ICRCR), 2023
Chengliang Liu
Binhua Huang
Yiwen Liu
Yuanzhe Su
Kenny T Mai
Yupo Zhang
Zhengkun Yi
Xinyu Wu
SSL
204
3
0
26 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision
Neural Algorithmic Reasoning Without Intermediate SupervisionNeural Information Processing Systems (NeurIPS), 2023
Gleb Rodionov
Liudmila Prokhorenkova
OffRLLRMOOD
315
15
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 LearningNeural Information Processing Systems (NeurIPS), 2023
Ruijie Zheng
Xiyao Wang
Yanchao Sun
Shuang Ma
Jieyu Zhao
Huazhe Xu
Hal Daumé
Furong Huang
262
62
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
276
10
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 MatchingNeural Information Processing Systems (NeurIPS), 2023
D. M. Nguyen
Hoang Nguyen
Nghiem Tuong Diep
Tan Ngoc Pham
T. Cao
...
Nhat Ho
Shadi Albarqouni
P. Xie
Daniel Sonntag
Mathias Niepert
VLMMedIm
372
76
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
214
3
0
20 Jun 2023
DCdetector: Dual Attention Contrastive Representation Learning for Time
  Series Anomaly Detection
DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly DetectionKnowledge Discovery and Data Mining (KDD), 2023
Yiyuan Yang
Chaoli Zhang
Tian Zhou
Qingsong Wen
Liang Sun
AI4TS
427
254
0
17 Jun 2023
UTOPIA: Unconstrained Tracking Objects without Preliminary Examination
  via Cross-Domain Adaptation
UTOPIA: Unconstrained Tracking Objects without Preliminary Examination via Cross-Domain Adaptation
Pha Nguyen
Kha Gia Quach
J. Gauch
S. Khan
Bhiksha Raj
Khoa Luu
VOT
190
3
0
16 Jun 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence
  Embeddings
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings
Zhang Wei
Xu Chen
119
2
0
16 Jun 2023
Tree Variational Autoencoders
Tree Variational AutoencodersNeural Information Processing Systems (NeurIPS), 2023
Laura Manduchi
Moritz Vandenhirtz
Alain Ryser
Julia E. Vogt
BDLDRL
266
12
0
15 Jun 2023
A Comparison of Self-Supervised Pretraining Approaches for Predicting
  Disease Risk from Chest Radiograph Images
A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images
Yanru Chen
Michael T Lu
V. Raghu
SSL
307
0
0
15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large
  Language Models
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models
Lingxi Xie
Longhui Wei
Xiaopeng Zhang
Kaifeng Bi
Xiaotao Gu
Jianlong Chang
Qi Tian
261
9
0
14 Jun 2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images
MOFI: Learning Image Representations from Noisy Entity Annotated ImagesInternational Conference on Learning Representations (ICLR), 2023
Wentao Wu
Aleksei Timofeev
Chen Chen
Bowen Zhang
Kun Duan
...
Yantao Zheng
Jonathon Shlens
Xianzhi Du
Zhe Gan
Yinfei Yang
VLM
247
9
0
13 Jun 2023
Generated Graph Detection
Generated Graph DetectionInternational Conference on Machine Learning (ICML), 2023
Yi Ma
Zhikun Zhang
Ning Yu
Xinlei He
Michael Backes
Yun Shen
Yang Zhang
172
0
0
13 Jun 2023
Semi-supervised learning made simple with self-supervised clustering
Semi-supervised learning made simple with self-supervised clusteringComputer Vision and Pattern Recognition (CVPR), 2023
Enrico Fini
Pietro Astolfi
Alahari Karteek
Xavier Alameda-Pineda
Julien Mairal
Moin Nabi
Elisa Ricci
SSL
230
44
0
13 Jun 2023
FLSL: Feature-level Self-supervised Learning
FLSL: Feature-level Self-supervised LearningNeural Information Processing Systems (NeurIPS), 2023
Qing Su
Anton Netchaev
Hai Helen Li
Shihao Ji
358
9
0
09 Jun 2023
Contrastive Representation Disentanglement for Clustering
Contrastive Representation Disentanglement for Clustering
Fei Ding
Dan Zhang
Yin Yang
Venkat Krovi
Feng Luo
SSLDRL
213
0
0
08 Jun 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based
  Point-Level Consistency
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level ConsistencyInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Yike Yuan
Xinghe Fu
Yunlong Yu
Xi Li
MDE
212
7
0
06 Jun 2023
GaitMPL: Gait Recognition with Memory-Augmented Progressive Learning
GaitMPL: Gait Recognition with Memory-Augmented Progressive LearningIEEE Transactions on Image Processing (IEEE TIP), 2022
Huanzhang Dou
Pengyi Zhang
Yuhan Zhao
Lin Dong
Zequn Qin
Xi Li
CVBMVLM
280
32
0
06 Jun 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision,
  Language, and Graphs
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and GraphsKnowledge Discovery and Data Mining (KDD), 2023
Zhiyong Yang
Tinglin Huang
Ming Ding
Yuxiao Dong
Rex Ying
Yukuo Cen
Yangli-ao Geng
Jie Tang
SSLVLM
230
14
0
06 Jun 2023
Asymmetric Patch Sampling for Contrastive Learning
Asymmetric Patch Sampling for Contrastive LearningPattern Recognition (Pattern Recogn.), 2023
Chen Shen
Jianzhong Chen
Shu Wang
Hulin Kuang
Jin Liu
Jianxin Wang
SSL
257
8
0
05 Jun 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain
  Generalization
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain GeneralizationInternational Conference on Machine Learning (ICML), 2023
Yimeng Chen
Tianyang Hu
Fengwei Zhou
Zhenguo Li
Zhiming Ma
166
13
0
05 Jun 2023
Towards In-context Scene Understanding
Towards In-context Scene UnderstandingNeural Information Processing Systems (NeurIPS), 2023
Ivana Balazevic
David Steiner
Nikhil Parthasarathy
Relja Arandjelović
Olivier J. Hénaff
238
50
0
02 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization
Masked Autoencoder for Unsupervised Video Summarization
Minho Shim
Taeoh Kim
Jinhyung Kim
Dongyoon Wee
176
3
0
02 Jun 2023
Training neural operators to preserve invariant measures of chaotic
  attractors
Training neural operators to preserve invariant measures of chaotic attractorsNeural Information Processing Systems (NeurIPS), 2023
Ruoxi Jiang
Peter Y. Lu
Elena Orlova
Rebecca Willett
AI4TS
425
36
0
01 Jun 2023
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual
  Representation Learners
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation LearnersNeural Information Processing Systems (NeurIPS), 2023
Yonglong Tian
Lijie Fan
Phillip Isola
Huiwen Chang
Dilip Krishnan
VLMDiffM
444
210
0
01 Jun 2023
SSL-CPCD: Self-supervised learning with composite pretext-class
  discrimination for improved generalisability in endoscopic image analysis
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysisIEEE Transactions on Medical Imaging (TMI), 2023
Ziang Xu
J. Rittscher
Sharib Ali
311
11
0
31 May 2023
T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for
  OOD Detection
T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection
Sudarshan Regmi
Bibek Panthi
S. Dotel
P. Gyawali
Danail Stoynov
Binod Bhattarai
OODD
168
4
0
28 May 2023
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature
  Adaptation of Vision-Language Models
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhiwei Jia
P. Narayana
Arjun Reddy Akula
G. Pruthi
Haoran Su
Sugato Basu
Varun Jampani
VLMOffRL
217
7
0
28 May 2023
Matrix Information Theory for Self-Supervised Learning
Matrix Information Theory for Self-Supervised LearningInternational Conference on Machine Learning (ICML), 2023
Yifan Zhang
Zhi-Hao Tan
Jingqin Yang
Weiran Huang
Yang Yuan
SSL
457
23
0
27 May 2023
Three Towers: Flexible Contrastive Learning with Pretrained Image Models
Three Towers: Flexible Contrastive Learning with Pretrained Image ModelsNeural Information Processing Systems (NeurIPS), 2023
Jannik Kossen
Mark Collier
Basil Mustafa
Tianlin Li
Xiaohua Zhai
Lucas Beyer
Andreas Steiner
Jesse Berent
Rodolphe Jenatton
Efi Kokiopoulou
VLM
216
18
0
26 May 2023
Modulate Your Spectrum in Self-Supervised Learning
Modulate Your Spectrum in Self-Supervised LearningInternational Conference on Learning Representations (ICLR), 2023
Xi Weng
Yu-Li Ni
Tengwei Song
Jie Luo
Rao Muhammad Anwer
Salman Khan
Fahad Shahbaz Khan
Lei Huang
239
9
0
26 May 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised
  Attention Multiple Instance Learning
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance LearningMachine Learning in Health Care (MLHC), 2023
Zhe Huang
B. Wessler
M. C. Hughes
503
8
0
25 May 2023
DeepGate2: Functionality-Aware Circuit Representation Learning
DeepGate2: Functionality-Aware Circuit Representation Learning
Zhengyuan Shi
Hongyang Pan
Sadaf Khan
Min Li
Yi Liu
Junhua Huang
Hui-Ling Zhen
Mingxuan Yuan
Zhufei Chu
Qiang Xu
173
53
0
25 May 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement
  via Contrastive Estimation
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive EstimationInternational Conference on Machine Learning (ICML), 2023
Ilana D Naiman
Nimrod Berman
Omri Azencot
DRL
283
12
0
25 May 2023
SUVR: A Search-based Approach to Unsupervised Visual Representation
  Learning
SUVR: A Search-based Approach to Unsupervised Visual Representation LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yizhan Xu
Chih-Yao Chen
Cheng Li
SSL
57
1
0
24 May 2023
Siamese Masked Autoencoders
Siamese Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2023
Agrim Gupta
Jiajun Wu
Gaowen Liu
Li Fei-Fei
154
82
0
23 May 2023
Temporal Contrastive Learning for Spiking Neural Networks
Temporal Contrastive Learning for Spiking Neural NetworksInternational Conference on Artificial Neural Networks (ICANN), 2023
Haonan Qiu
Zeyin Song
Yanqing Chen
Munan Ning
Wei Fang
Tao Sun
Zhengyu Ma
Liuliang Yuan
Yonghong Tian
141
3
0
23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative
  and Discriminative Training
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training
Utku Ozbulak
Hyun Jung Lee
Beril Boga
Esla Timothy Anzaku
Ho-min Park
Arnout Van Messem
W. D. Neve
J. Vankerschaver
DiffM
267
50
0
23 May 2023
Grounding and Distinguishing Conceptual Vocabulary Through Similarity
  Learning in Embodied Simulations
Grounding and Distinguishing Conceptual Vocabulary Through Similarity Learning in Embodied SimulationsInternational Conference on Computational Semantics (IWCS), 2023
Sadaf Ghaffari
Nikhil Krishnaswamy
191
12
0
23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations
EnSiam: Self-Supervised Learning With Ensemble Representations
Kai Han
Minsik Lee
SSL
265
0
0
22 May 2023
Mitigating Catastrophic Forgetting in Task-Incremental Continual
  Learning with Adaptive Classification Criterion
Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion
Yun Luo
Xiaotian Lin
Zhen Yang
Fandong Meng
Jie Zhou
Yue Zhang
CLL
160
7
0
20 May 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal
  Prototypes
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes
A. Durrant
Georgios Leontidis
SSL
198
6
0
18 May 2023
GraphMoco:a Graph Momentum Contrast Model that Using Multimodel
  Structure Information for Large-scale Binary Function Representation Learning
GraphMoco:a Graph Momentum Contrast Model that Using Multimodel Structure Information for Large-scale Binary Function Representation LearningNeurocomputing (Neurocomputing), 2023
Runjin Sun
Shize Guo
Wei Li
XingYu Zhang
Xi Guo
Zhisong Pan
258
6
0
18 May 2023
Noise-Aware Speech Separation with Contrastive Learning
Noise-Aware Speech Separation with Contrastive LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Zizheng Zhang
Cheng Chen
Hsin-Hung Chen
Xiang Liu
Yuchen Hu
Eng Siong Chng
241
8
0
18 May 2023
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