Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,940 papers shown

Title
Variantional autoencoder with decremental information bottleneck for disentanglement Jiantao Wu Shentong Mo Xiang Yang Muhammad Awais Sara Atito Xingshen Zhang Lin Wang Xiang Yang DRL 54 1 0 22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 96 12 0 22 Mar 2023
Multi-view Feature Extraction based on Triple Contrastive Heads Hongjie Zhang 47 0 0 22 Mar 2023
Equiangular Basis Vectors Yang Shen Xuhao Sun Xiuying Wei 86 7 0 21 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment Yiqing Zhang Xinming Huang Ziming Zhang 71 4 0 21 Mar 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models Mustafa Shukor Corentin Dancette Matthieu Cord MLLM VLM 72 31 0 20 Mar 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning Weixuan Sun Jiayi Zhang Jianyuan Wang Zheyuan Liu Yiran Zhong Tianpeng Feng Yandong Guo Yanhao Zhang Nick Barnes SSL 79 48 0 20 Mar 2023
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation Li Li Hubert P. H. Shum T. Breckon 78 33 0 20 Mar 2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim Sangmin Bae Se-Young Yun 135 11 0 20 Mar 2023
FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder Nan Yang Xuanyu Chen Charles Z. Liu Dong Yuan Wei Bao Li-zhen Cui 69 3 0 20 Mar 2023
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition Lilang Lin Jiahang Zhang Jiaying Liu 68 54 0 20 Mar 2023
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations Ye Wang Bo‐Shu Jiang C. Zou Rui Ma 104 5 0 20 Mar 2023
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing Jihyung Lee Seungyeon Seo Yunsu Kim G. G. Lee 56 1 0 17 Mar 2023
Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning Ali Rahimi-Kalahroudi Janarthanan Rajendran Ida Momennejad H. V. Seijen Sarath Chandar CLL KELM 76 2 0 15 Mar 2023
AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns Wenqian Zhao Xufeng Yao Ziyang Yu Guojin Chen Yuzhe Ma Bei Yu Martin D. F. Wong 68 17 0 15 Mar 2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers Guoqiang Jin Fan Yang Mingshan Sun R. Zhao Yakun Liu Wei Li Tianpeng Bao Liwei Wu Xingyu Zeng Rui Zhao ViT 64 2 0 15 Mar 2023
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification Chengliang Liu Jie Wen Xiaoling Luo Chao Huang Zhihao Wu Yong-mei Xu 111 41 0 15 Mar 2023
Data-Free Sketch-Based Image Retrieval Abhra Chaudhuri A. Bhunia Yi-Zhe Song Anjan Dutta 82 7 0 14 Mar 2023
Modeling Continuous Motion for 3D Point Cloud Object Tracking Zhi-Chun Luo Gongjie Zhang Changqing Zhou Zhonghua Wu Qingyi Tao Lewei Lu Shijian Lu 3DPC 75 3 0 14 Mar 2023
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing Li Yang Sen Lin Fan Zhang Junshan Zhang Deliang Fan CLL 59 6 0 13 Mar 2023
Unsupervised HDR Image and Video Tone Mapping via Contrastive Learning Cong Cao Huanjing Yue Xin Liu Jingyu Yang 90 13 0 13 Mar 2023
Twin Contrastive Learning with Noisy Labels Zhizhong Huang Junping Zhang Hongming Shan NoLa 65 58 0 13 Mar 2023
Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks Wenhan Yang Jingdong Gao Baharan Mirzasoleiman VLM 174 20 0 13 Mar 2023
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification Haocong Rao Steven C. H. Hoi 135 29 0 13 Mar 2023
Dynamic Clustering and Cluster Contrastive Learning for Unsupervised Person Re-identification Ziqi He Mengjia Xue Yunhao Du Zhicheng Zhao Fei Su 60 1 0 13 Mar 2023
Extending global-local view alignment for self-supervised learning with remote sensing imagery Xinye Wanyan Sachith Seneviratne Shuchang Shen M. Kirley 123 20 0 12 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask Haijia Chen Wendong Zhang Yunbo Wang Xiaokang Yang SSL 62 20 0 12 Mar 2023
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking Peng Gao Renrui Zhang Rongyao Fang Ziyi Lin Hongyang Li Hongsheng Li Qiao Yu 65 19 0 09 Mar 2023
Learn More for Food Recognition via Progressive Self-Distillation Yaohui Zhu Linhu Liu Jiang Tian 65 5 0 09 Mar 2023
Distortion-Disentangled Contrastive Learning Jinfeng Wang Sifan Song Jionglong Su S. Kevin Zhou SSL 128 5 0 09 Mar 2023
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction Caiyuan Chu Ya Li Yifan Liu Jia-Chen Gu Quan Liu Yongxin Ge Guoping Hu 94 0 0 09 Mar 2023
Centroid-centered Modeling for Efficient Vision Transformer Pre-training Xin Yan Zuchao Li Lefei Zhang Bo Du Dacheng Tao VLM 73 0 0 08 Mar 2023
Efficient Skill Acquisition for Complex Manipulation Tasks in Obstructed Environments Jun Yamada J. Collins Ingmar Posner 76 8 0 06 Mar 2023
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations T. Yerxa Yilun Kuang Eero P. Simoncelli SueYeon Chung 58 0 0 06 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang Guanchu Wang Fan Yang Quan-Gen Zhou Pushkar Tripathi Xuanting Cai Helen Zhou 91 20 0 05 Mar 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries Charlotte Loh Seung-Jun Han Shivchander Sudalairaj Rumen Dangovski Kai Xu F. Wenzel Marin Soljacic Akash Srivastava UQCV 92 1 0 04 Mar 2023
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis Jing Wu David Pichler D. Marley David Wilson N. Hovakimyan Jennifer Hobbs 55 23 0 04 Mar 2023
Open-Vocabulary Affordance Detection in 3D Point Clouds Toan Ngyen Minh Nhat Vu Annalies Vuong Dzung Nguyen T. Vo Ngan Le A. Nguyen 3DPC 93 36 0 04 Mar 2023
Self-Supervised Learning for Place Representation Generalization across Appearance Changes M. A. Musallam Vincent Gaudillière Djamila Aouada SSL 77 3 0 04 Mar 2023
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis Soumitri Chattopadhyay Soham Ganguly Sreejit Chaudhury Sayan Nag S. Chattopadhyay 94 1 0 03 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning Liwei Yang Xiang Gu Jian Sun 95 13 0 03 Mar 2023
Contrastive Hierarchical Clustering Michal Znale'zniak P. Rola Patryk Kaszuba Jacek Tabor Marek Śmieja 46 5 0 03 Mar 2023
Hierarchical discriminative learning improves visual representations of biomedical microscopy Cheng Jiang X. Hou A. Kondepudi Asadur Chowdury C. Freudiger D. Orringer Honglak Lee Todd C. Hollon 81 13 0 02 Mar 2023
Ego-Vehicle Action Recognition based on Semi-Supervised Contrastive Learning Chihiro Noguchi Toshihiro Tanizawa SSL 55 10 0 02 Mar 2023
Domain-aware Triplet loss in Domain Generalization Kai Guo Brian C. Lovell OOD 84 7 0 01 Mar 2023
Quality-aware Pre-trained Models for Blind Image Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Mading Li Xingsen Wen VLM 42 16 0 01 Mar 2023
Efficient Masked Autoencoders with Self-Consistency Zhaowen Li Yousong Zhu Zhiyang Chen Wei Li Chaoyang Zhao Rui Zhao Ming Tang Jinqiao Wang 136 2 0 28 Feb 2023
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design Desi R. Ivanova Joel Jennings Tom Rainforth Cheng Zhang Adam Foster 102 3 0 27 Feb 2023
Improving Representational Continuity via Continued Pretraining Michael Sun Ananya Kumar Divyam Madaan Percy Liang CLL 26 2 0 26 Feb 2023
An Iterative Classification and Semantic Segmentation Network for Old Landslide Detection Using High-Resolution Remote Sensing Images Ziling Lu Yuexing Peng W. Li Junchuan Yu D. Ge Wei Xiang 26 14 0 24 Feb 2023