Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,920 papers shown

Title
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning Yali Bian Rebecca Faust Chris North HAI 27 0 0 27 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 32 1 0 24 Feb 2024
CLIPose: Category-Level Object Pose Estimation with Pre-trained Vision-Language Knowledge Xiao Lin Minghao Zhu Ronghao Dang Guangliang Zhou Shaolong Shu Feng Lin Chengju Liu Qi Chen CLIP 49 8 0 24 Feb 2024
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models Kenneth Li Samy Jelassi Hugh Zhang Sham Kakade Martin Wattenberg David Brandfonbrener 35 9 0 22 Feb 2024
Robust Training of Federated Models with Extremely Label Deficiency Yonggang Zhang Zhiqin Yang Xinmei Tian Nannan Wang Tongliang Liu Bo Han FedML 41 6 0 22 Feb 2024
Revisiting Feature Prediction for Learning Visual Representations from Video Adrien Bardes Q. Garrido Jean Ponce Xinlei Chen Michael G. Rabbat Yann LeCun Mahmoud Assran Nicolas Ballas MDE VLM 95 73 0 15 Feb 2024
$f$ -MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning Yiwei Lu Guojun Zhang Sun Sun Hongyu Guo Yaoliang Yu VLM 23 5 0 15 Feb 2024
Affine transformation estimation improves visual self-supervised learning David Torpey Richard Klein SSL 31 0 0 14 Feb 2024
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) Weijie Tu Weijian Deng Tom Gedeon UQCV VLM 20 33 0 12 Feb 2024
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Mahdi Naseri Mahdi Biparva SSL 29 0 0 09 Feb 2024
Learning Contrastive Feature Representations for Facial Action Unit Detection Ziqiao Shang Bin Liu Fengmao Lv Fei Teng Tian-Jie Li 45 1 0 09 Feb 2024
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning Yuhang Liu Zhen Zhang Dong Gong Erdun Gao Biwei Huang Anton Van Den Hengel Kun Zhang Javen Qinfeng Shi Javen Qinfeng Shi 49 7 0 09 Feb 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 33 6 0 06 Feb 2024
Learning with Mixture of Prototypes for Out-of-Distribution Detection Haodong Lu Dong Gong Shuo Wang Jason Xue Lina Yao Kristen Moore OODD 60 22 0 05 Feb 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning Stylianos Poulakakis-Daktylidis Hadi Jamali Rad 28 5 0 04 Feb 2024
A Probabilistic Model behind Self-Supervised Learning Alice Bizeul Bernhard Schölkopf Carl Allen SSL 26 2 0 02 Feb 2024
Can Shape-Infused Joint Embeddings Improve Image-Conditioned 3D Diffusion? Cristian Sbrolli Paolo Cudrano Matteo Matteucci DiffM 24 1 0 02 Feb 2024
Few-Shot Class-Incremental Learning with Prior Knowledge Wenhao Jiang Duo Li Menghan Hu Guangtao Zhai Xiaokang Yang Xiao-Ping Zhang CLL 47 1 0 02 Feb 2024
Binding Touch to Everything: Learning Unified Multimodal Tactile Representations Fengyu Yang Chao Feng Ziyang Chen Hyoungseob Park Daniel Wang ... Ziyao Zeng Xien Chen Rit Gangopadhyay Andrew Owens Alex Wong 50 59 0 31 Jan 2024
Graph Multi-Similarity Learning for Molecular Property Prediction Hao Xu Zhengyang Zhou Pengyu Hong 38 1 0 31 Jan 2024
Multimodal Action Quality Assessment Ling-an Zeng Wei-Shi Zheng 43 13 0 31 Jan 2024
Masked Audio Modeling with CLAP and Multi-Objective Learning Yifei Xin Xiulian Peng Yan Lu 52 8 0 29 Jan 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation Hai-Xin Zhang Dong Huang 27 0 0 25 Jan 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation Hai-Xin Zhang Dong Huang 18 0 0 24 Jan 2024
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction Hai-Xin Zhang Dong Huang Hua-Bao Ling Guang-Yu Zhang Wei-jun Sun Zi-hao Wen 21 0 0 24 Jan 2024
Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-Training Vedant Dave Fotios Lygerakis Elmar Rueckert SSL 33 18 0 22 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 24 0 0 18 Jan 2024
Trapped in texture bias? A large scale comparison of deep instance segmentation J. Theodoridis Jessica Hofmann J. Maucher A. Schilling SSeg 32 5 0 17 Jan 2024
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition Fan Zhang Xiaobao Guo Xiaojiang Peng Alex C. Kot 27 0 0 14 Jan 2024
Contrastive Learning with Negative Sampling Correction Lu Wang Chao Du Pu Zhao Chuan Luo Zhangchi Zhu ... Wei Zhang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang SSL 96 1 0 13 Jan 2024
STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering Yueqian Wang Yuxuan Wang Kai Chen Dongyan Zhao 33 2 0 08 Jan 2024
Preserving Silent Features for Domain Generalization Chujie Zhao Tianren Zhang Feng Chen 23 0 0 06 Jan 2024
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data Samarth Mishra Carlos D. Castillo Hongcheng Wang Kate Saenko Venkatesh Saligrama 56 1 0 31 Dec 2023
Visual Point Cloud Forecasting enables Scalable Autonomous Driving Zetong Yang Li Chen Yanan Sun Hongyang Li 3DPC 27 40 0 29 Dec 2023
Learning Vision from Models Rivals Learning Vision from Data Yonglong Tian Lijie Fan Kaifeng Chen Dina Katabi Dilip Krishnan Phillip Isola 27 45 0 28 Dec 2023
Unsupervised Universal Image Segmentation Dantong Niu Xudong Wang Xinyang Han Long Lian Roei Herzig Trevor Darrell VLM 40 17 0 28 Dec 2023
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 29 3 0 28 Dec 2023
MIM4DD: Mutual Information Maximization for Dataset Distillation Yuzhang Shang Zhihang Yuan Yan Yan DD 43 14 0 27 Dec 2023
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition Qianrui Zhou Hua Xu Hao Li Hanlei Zhang Xiaohan Zhang Yifan Wang Kai Gao 46 12 0 22 Dec 2023
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning Jiangmeng Li Yifan Jin Hang Gao Wenwen Qiang Changwen Zheng Gang Hua 26 5 0 21 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 42 5 0 21 Dec 2023
Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction Da Luo Yanglei Gan Rui Hou Run Lin Qiao Liu Yuxiang Cai Wannian Gao 24 5 0 19 Dec 2023
Coreference Graph Guidance for Mind-Map Generation Zhuowei Zhang Mengting Hu Yinhao Bai Zhen Zhang 22 0 0 19 Dec 2023
Time-Series Contrastive Learning against False Negatives and Class Imbalance Xi Jin Jing Wang Lei Liu Youfang Lin 26 1 0 19 Dec 2023
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning Yanqi Ge Qiang Nie Ye Huang Yong-Jin Liu Chengjie Wang Feng Zheng Wen Li Lixin Duan CLL 22 8 0 19 Dec 2023
Cross-Age Contrastive Learning for Age-Invariant Face Recognition Haoyi Wang Victor Sanchez Chang-Tsun Li CVBM 16 4 0 18 Dec 2023
The Right Losses for the Right Gains: Improving the Semantic Consistency of Deep Text-to-Image Generation with Distribution-Sensitive Losses Mahmoud Ahmed Omer Moussa Ismail Shaheen Mohamed S. Abdelfattah Amr Abdalla Marwan Eid Hesham M. Eraqi Mohamed Moustafa 21 0 0 18 Dec 2023
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders Yaohua Zha Huizhen Ji Jinmin Li Rongsheng Li Tao Dai Bin Chen Zhi Wang Shu-Tao Xia 3DPC 32 23 0 17 Dec 2023
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning Kaiyou Song Shan Zhang Tong Wang VLM 31 2 0 16 Dec 2023
Data-Efficient Multimodal Fusion on a Single GPU Noël Vouitsis Zhaoyan Liu S. Gorti Valentin Villecroze Jesse C. Cresswell Guangwei Yu G. Loaiza-Ganem M. Volkovs 51 3 0 15 Dec 2023