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
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing Bo Lin Shoshanna Saxe Timothy C. Y. Chan HAI 89 0 0 15 Aug 2023
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes Weihang Dai Xuelong Li Taihui Yu Di Zhao Jun Shen Kwang-Ting Cheng 60 0 0 14 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 131 6 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 77 11 0 13 Aug 2023
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization Tianyu Liu Peng Zhang Wei Huang Yufei Zha Tao You Yanni Zhang SSL 67 2 0 09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 60 2 0 09 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction Izzeddin Teeti Rongali Sai Bhargav Vivek Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 66 3 0 08 Aug 2023
Part-Aware Transformer for Generalizable Person Re-identification Hao Ni Yuke Li Lianli Gao Hengtao Shen Jingkuan Song OOD ViT 127 42 0 07 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images Kevin Zhu Minghao Fu Jianxin Wu SSL 85 15 0 07 Aug 2023
The changing rule of human bone density with aging based on a novel definition and mensuration of bone density with computed tomography Linmi Tao Rui-Tan Liu Yuan Wang Yuezhi Zhou Li Huo Guilan Hu Xiangsong Zhang Zuo-xiang He 40 1 0 05 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction Jianghao Lin Yanru Qu Wei Guo Xinyi Dai Ruiming Tang Yong Yu Weinan Zhang 72 21 0 03 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 86 2 0 02 Aug 2023
Relational Contrastive Learning for Scene Text Recognition Jinglei Zhang Tiancheng Lin Yi Xu Kaibo Chen Rui Zhang 93 11 0 01 Aug 2023
Center Contrastive Loss for Metric Learning Bolun Cai Pengfei Xiong Shangxuan Tian SSL 57 7 0 01 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation Boah Kim Y. Oh Bradford J. Wood Ronald M. Summers Jong Chul Ye DiffM MedIm 158 8 0 31 Jul 2023
Stochastic positional embeddings improve masked image modeling Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent Nicolas Ballas Trevor Darrell Amir Globerson Yann LeCun 70 3 0 31 Jul 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing Guo Xiaoguang Li Xiang Wang Song Wang VLM 75 33 0 31 Jul 2023
Sampling to Distill: Knowledge Transfer from Open-World Data Yuzheng Wang Zhaoyu Chen Jie M. Zhang Dingkang Yang Zuhao Ge Yang Liu Siao Liu Yunquan Sun Wenqiang Zhang Lizhe Qi 85 9 0 31 Jul 2023
Uncertainty-aware Unsupervised Multi-Object Tracking Kai Liu Sheng Jin Zhihang Fu Ze Chen Rongxin Jiang Jieping Ye VOT MQ 104 8 0 28 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy J. Marescaux Pietro Mascagni Nassir Navab N. Padoy 199 23 0 27 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 100 5 0 25 Jul 2023
Cos R-CNN for Online Few-shot Object Detection G. P. Data Henry Howard-Jenkins D. W. Murray V. Prisacariu ObjD 41 1 0 25 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Steven C. H. Hoi 3DH 94 8 0 24 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 75 0 0 24 Jul 2023
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model Peng Wu Jing Liu Xiangteng He Yuxin Peng Peng Wang Yanning Zhang 124 34 0 24 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 97 20 0 22 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis Hao Tang Guolei Sun N. Sebe Luc Van Gool GAN 101 12 0 22 Jul 2023
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping Qixiang Zhang Yi Li Cheng Xue Xuelong Li MedIm 51 1 0 22 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis Muhammad Osama Khan Yi Fang 73 4 0 20 Jul 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning Borja Rodríguez Gálvez Arno Blaas P. Rodríguez Adam Goliñski Xavier Suau Jason Ramapuram Dan Busbridge Luca Zappella 82 7 0 20 Jul 2023
SLPD: Slide-level Prototypical Distillation for WSIs Zhimiao Yu Tiancheng Lin Yi Xu 80 7 0 20 Jul 2023
Learning Discriminative Visual-Text Representation for Polyp Re-Identification Suncheng Xiang Can Liu Sijia Du Xiaobo Li 62 1 0 20 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems Anthony Corso David Karamadian Romeo Valentin Mary Cooper Mykel J. Kochenderfer 77 7 0 20 Jul 2023
Density-invariant Features for Distant Point Cloud Registration Quanpan Liu Hongzi Zhu Yunsong Zhou Hongyang Li Shan Chang Minyi Guo 3DPC 72 21 0 19 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise Zhi-Fan Wu J. Cui 76 19 0 18 Jul 2023
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification Yiwen Liao Yongsheng Gao Weichuan Zhang FAtt 32 0 0 11 Jul 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation Dahyun Kang Piotr Koniusz Minsu Cho Naila Murray VLM ViT 85 26 0 07 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 87 11 0 07 Jul 2023
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition Yuwei Bao B. Lattimer J. Chai CLL 84 1 0 05 Jul 2023
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning Gulcin Baykal Halil Faruk Karagoz T. Binhuraib Gözde B. Ünal VLM DiffM 55 4 0 04 Jul 2023
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality Yunhui Guo Youren Zhang Yubei Chen Stella X. Yu 44 3 0 04 Jul 2023
Graph-level Anomaly Detection via Hierarchical Memory Networks Chaoxi Niu Guansong Pang Ling-Hao Chen 107 19 0 03 Jul 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation Jiaxing Huang Jingyi Zhang Han Qiu Sheng Jin Shijian Lu VPVLM VLM 104 0 0 29 Jun 2023
Multi-network Contrastive Learning Based on Global and Local Representations Weiquan Li Xianzhong Long Yun Li SSL 56 0 0 28 Jun 2023
A Self-supervised Contrastive Learning Method for Grasp Outcomes Prediction Chengliang Liu Binhua Huang Yiwen Liu Yuanzhe Su Kenny T Mai Yupo Zhang Zhengkun Yi Xinyu Wu SSL 67 3 0 26 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 108 12 0 23 Jun 2023
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning Ruijie Zheng Xiyao Wang Yanchao Sun Shuang Ma Jieyu Zhao Huazhe Xu Hal Daumé Furong Huang 90 40 0 22 Jun 2023
Inter-Instance Similarity Modeling for Contrastive Learning Chen Shen Dawei Liu Hao Tang Zhe Qu Jianxin Wang SSL 79 7 0 21 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen Nghiem Tuong Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 142 55 0 20 Jun 2023
Understanding Contrastive Learning Through the Lens of Margins Daniel Rho Taesoo Kim Sooill Park Jaehyun Park Jaehan Park SSL 75 2 0 20 Jun 2023