Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,921 papers shown

Title
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 37 21 0 27 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 36 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 30 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 41 8 0 24 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 33 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 48 30 0 24 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 34 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 41 9 0 22 Jul 2023
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping Qixiang Zhang Yi Li Cheng Xue Xuelong Li MedIm 27 1 0 22 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis Muhammad Osama Khan Yi Fang 30 3 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 50 6 0 20 Jul 2023
SLPD: Slide-level Prototypical Distillation for WSIs Zhimiao Yu Tiancheng Lin Yi Xu 36 7 0 20 Jul 2023
Learning Discriminative Visual-Text Representation for Polyp Re-Identification Suncheng Xiang Can Liu Sijia Du Xiaobo Li 34 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 35 6 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 34 19 0 19 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise Zhi-Fan Wu J. Cui 40 14 0 18 Jul 2023
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification Yiwen Liao Yongsheng Gao Weichuan Zhang FAtt 20 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 31 25 0 07 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 36 11 0 07 Jul 2023
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition Yuwei Bao B. Lattimer J. Chai CLL 46 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 19 3 0 04 Jul 2023
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality Yunhui Guo Youren Zhang Yubei Chen Stella X. Yu 22 2 0 04 Jul 2023
Graph-level Anomaly Detection via Hierarchical Memory Networks Chaoxi Niu Guansong Pang Ling-Hao Chen 45 14 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 24 0 0 29 Jun 2023
Multi-network Contrastive Learning Based on Global and Local Representations Weiquan Li Xianzhong Long Yun Li SSL 30 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 30 3 0 26 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 34 10 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 43 36 0 22 Jun 2023
Inter-Instance Similarity Modeling for Contrastive Learning Chen Shen Dawei Liu Hao Tang Zhe Qu Jianxin Wang SSL 33 4 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 36 48 0 20 Jun 2023
Understanding Contrastive Learning Through the Lens of Margins Daniel Rho Taesoo Kim Sooill Park Jaehyun Park Jaehan Park SSL 40 2 0 20 Jun 2023
DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection Yiyuan Yang Chaoli Zhang Tian Zhou Qingsong Wen Liang Sun AI4TS 103 119 0 17 Jun 2023
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 34 2 0 16 Jun 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings Zhang Wei Xu Chen 24 1 0 16 Jun 2023
Tree Variational Autoencoders Laura Manduchi Moritz Vandenhirtz Alain Ryser Julia E. Vogt BDL DRL 35 8 0 15 Jun 2023
A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images Yanru Chen Michael T Lu V. Raghu SSL 26 0 0 15 Jun 2023
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 41 7 0 14 Jun 2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images Wentao Wu Aleksei Timofeev Chen Chen Bowen Zhang Kun Duan ... Yantao Zheng Jonathon Shlens Xianzhi Du Zhe Gan Yinfei Yang VLM 26 7 0 13 Jun 2023
Generated Graph Detection Yi Ma Zhikun Zhang Ning Yu Xinlei He Michael Backes Yun Shen Yang Zhang 19 0 0 13 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 44 26 0 13 Jun 2023
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 34 4 0 09 Jun 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang Venkat Krovi Feng Luo SSL DRL 22 0 0 08 Jun 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency Yike Yuan Xinghe Fu Yunlong Yu Xi Li MDE 33 4 0 06 Jun 2023
GaitMPL: Gait Recognition with Memory-Augmented Progressive Learning Huanzhang Dou Pengyi Zhang Yuhan Zhao Lin Dong Zequn Qin Xi Li CVBM VLM 41 24 0 06 Jun 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Zheng Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 28 9 0 06 Jun 2023
Asymmetric Patch Sampling for Contrastive Learning Chen Shen Jianzhong Chen Shu Wang Hulin Kuang Jin Liu Jianxin Wang SSL 41 4 0 05 Jun 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization Yimeng Chen Tianyang Hu Fengwei Zhou Zhenguo Li Zhiming Ma 33 12 0 05 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 35 28 0 02 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization Minho Shim Taeoh Kim Jinhyung Kim Dongyoon Wee 36 1 0 02 Jun 2023
Training neural operators to preserve invariant measures of chaotic attractors Ruoxi Jiang Peter Y. Lu Elena Orlova Rebecca Willett AI4TS 35 24 0 01 Jun 2023