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
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory Danpei Zhao Bo Yuan Z. Shi VLM CLL 75 11 0 27 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets Daria Reshetova Swetava Ganguli C. V. K. Iyer Vipul Pandey 59 3 0 26 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 81 3 0 25 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 90 2 0 25 Sep 2023
Spatial-frequency channels, shape bias, and adversarial robustness Ajay Subramanian E. Sizikova N. Majaj D. Pelli AAML 96 22 0 22 Sep 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 79 3 0 21 Sep 2023
Unlocking the Heart Using Adaptive Locked Agnostic Networks Sylwia Majchrowska Anders Hildeman Philip Teare Tom Diethe 62 1 0 21 Sep 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning Thanh Nguyen T. Pham Chaoning Zhang Tung M. Luu Thang Vu Chang D. Yoo 105 10 0 21 Sep 2023
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation Tuan V. Vo Minh Nhat Vu Baoru Huang Toan Tien Nguyen Ngan Le T. Vo Anh Nguyen 3DPC 105 10 0 19 Sep 2023
Sound Source Localization is All about Cross-Modal Alignment Arda Senocak H. Ryu Junsik Kim Tae-Hyun Oh Hanspeter Pfister Joon Son Chung 85 19 0 19 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 55 0 0 19 Sep 2023
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective Laixin Xie Ouyang Yang Long-fei Chen Ziming Wu Quan Li 60 0 0 18 Sep 2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Kun Pan Yifang Yin Yao Wei Feng Lin Zhongjie Ba Zhenguang Liu Peng Kuang Lorenzo Cavallaro Kui Ren CLL 109 17 0 18 Sep 2023
Self-supervised Multi-view Clustering in Computer Vision: A Survey Jiatai Wang Zhiwei Xu Xuewen Yang Hailong Li Bo Li Xuying Meng 72 4 0 18 Sep 2023
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding Kaiyan Zhao Qiyu Wu Xin-Qiang Cai Yoshimasa Tsuruoka 42 8 0 16 Sep 2023
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels YiXuan Wu Jintai Chen Jiahuan Yan Yiheng Zhu Benlin Liu Jian Wu VLM 82 6 0 16 Sep 2023
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual Masked Autoencoder Xingjian Diao Ming Cheng Shitong Cheng VGen 79 10 0 15 Sep 2023
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 46 0 0 15 Sep 2023
BAGEL: Backdoor Attacks against Federated Contrastive Learning Yao Huang Kongyang Chen Jiannong Cao Jiaxing Shen Shaowei Wang Yun Peng Weilong Peng Kechao Cai FedML 64 3 0 14 Sep 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? Bill Psomas Ioannis Kakogeorgiou Konstantinos Karantzalos Yannis Avrithis ViT 71 10 0 13 Sep 2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition Li-Huan Du Xucong Zhang Guohao Lan CVBM 77 1 0 08 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups Neha Kalibhat Sam Sharpe Jeremy Goodsitt Bayan Bruss Soheil Feizi 57 0 0 07 Sep 2023
CenTime: Event-Conditional Modelling of Censoring in Survival Analysis Ahmed H. Shahin An Zhao Alexander C. Whitehead Daniel C. Alexander Joseph Jacob D. Barber 69 4 0 07 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tong Wang Zhaoxiang Zhang 80 21 0 07 Sep 2023
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 110 2 0 06 Sep 2023
Variational Self-Supervised Contrastive Learning Using Beta Divergence Mehmet Can Yavuz Berrin Yanikoglu SSL 113 1 0 05 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 92 13 0 01 Sep 2023
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation Learning Minghao Zhu Xiao Lin Ronghao Dang Chengju Liu Qi Chen VGen 85 9 0 01 Sep 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 75 6 0 31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 82 2 0 30 Aug 2023
Exploring Model Transferability through the Lens of Potential Energy Xiaotong Li Zixuan Hu Yixiao Ge Ying Shan Ling-Yu Duan 94 7 0 29 Aug 2023
LAC: Latent Action Composition for Skeleton-based Action Segmentation Di Yang Yaohui Wang A. Dantcheva Quan Kong Lorenzo Garattoni Gianpiero Francesca Francois Bremond 81 9 0 28 Aug 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization Aristotelis Ballas Christos Diou OOD 89 6 0 28 Aug 2023
Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained Alignment Jiamin Zhuang Jing Yu Yang Ding Xiangyang Qu Yue Hu 83 9 0 27 Aug 2023
EventTransAct: A video transformer-based framework for Event-camera based action recognition Tristan de Blegiers I. Dave Adeel Yousaf M. Shah ViT 51 10 0 25 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 72 4 0 25 Aug 2023
Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization Songchun Zhang Chunhui Zhao 80 2 0 24 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners Jiang-Tian Zhai Xialei Liu Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 68 15 0 24 Aug 2023
Understanding Dark Scenes by Contrasting Multi-Modal Observations Xiaoyu Dong Naoto Yokoya 95 6 0 23 Aug 2023
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration Nana Zhou Jiaxin Chen Di Huang 69 4 0 23 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 100 2 0 23 Aug 2023
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch Pan Du Suyun Zhao Zisen Sheng Cuiping Li Hong Chen 62 8 0 23 Aug 2023
Opening the Vocabulary of Egocentric Actions Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao VLM 101 18 0 22 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 133 12 0 22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 91 2 0 21 Aug 2023
Towards Real-World Visual Tracking with Temporal Contexts Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 81 50 0 20 Aug 2023
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation Yi Zhang Pengliang Ji Angtian Wang Jieru Mei Adam Kortylewski Alan Yuille 3DH 92 26 0 19 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 101 16 0 19 Aug 2023
Scalable Video Object Segmentation with Simplified Framework Qiangqiang Wu Tianyu Yang WU Wei Antoni B. Chan VOS 80 26 0 19 Aug 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment Ji Zhang Xiao-Jun Wu Zhi-Qi Cheng Qin He Wei Li 76 5 0 16 Aug 2023