Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,088 papers shown

Title
Efficiency for Free: Ideal Data Are Transportable Representations Peng Sun Yi Jiang Tao Lin DD 36 0 0 23 May 2024
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations Mohammed Baharoon Jonathan Klein D. L. Michels SSL VLM 36 0 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 62 0 0 23 May 2024
Maximum Manifold Capacity Representations in State Representation Learning Li Meng Morten Goodwin Anis Yazidi P. Engelstad 44 0 0 22 May 2024
Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance Segmentation Dingwen Zhang Hao Li Diqi He Nian Liu Lechao Cheng Jingdong Wang Junwei Han VLM 41 0 0 22 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 34 11 0 17 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 30 2 0 16 May 2024
Harmonizing Generalization and Personalization in Federated Prompt Learning Tianyu Cui Hongxia Li Jingya Wang Ye-ling Shi FedML VLM 32 8 0 16 May 2024
Self-Distillation Improves DNA Sequence Inference Tong Yu Lei Cheng Ruslan Khalitov Erland Brandser Olsson Zhirong Yang SyDa 35 0 0 14 May 2024
DualFocus: A Unified Framework for Integrating Positive and Negative Descriptors in Text-based Person Retrieval Yuchuan Deng Zhanpeng Hu Jiakun Han Chuang Deng Qijun Zhao 33 0 0 13 May 2024
CoViews: Adaptive Augmentation Using Cooperative Views for Enhanced Contrastive Learning Nazim Bendib 21 0 0 12 May 2024
DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning Yangfan He Xinyan Wang Tianyu Shi 49 6 0 09 May 2024
DTCLMapper: Dual Temporal Consistent Learning for Vectorized HD Map Construction Siyu Li Jiacheng Lin Hao Shi Jiaming Zhang Song Wang You Yao Zhiyong Li Kailun Yang 27 7 0 09 May 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 29 12 0 08 May 2024
EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning Jingfeng Yao Xinggang Wang Yuehao Song Huangxuan Zhao Jun Ma Yajie Chen Wenyu Liu Bo Wang ViT 34 5 0 08 May 2024
A review on discriminative self-supervised learning methods Nikolaos Giakoumoglou Tania Stathaki SSL 49 1 0 08 May 2024
BenthicNet: A global compilation of seafloor images for deep learning applications Scott C. Lowe B. Misiuk Isaac Xu Shakhboz Abdulazizov A. R. Baroi ... Jordan A. Thomson Brittany R. Wilson Melisa C. Wong Craig J. Brown Thomas Trappenberg 49 3 0 08 May 2024
You Only Need Half: Boosting Data Augmentation by Using Partial Content Juntao Hu Yuan Wu 25 1 0 05 May 2024
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation Chenying Liu C. Albrecht Yi Wang Xiao Xiang Zhu 48 2 0 02 May 2024
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation Hanyang Chi Jian Pang Bingfeng Zhang Weifeng Liu 28 9 0 01 May 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 33 0 0 30 Apr 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 31 3 0 26 Apr 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 26 5 0 24 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 49 4 0 24 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
Unified Unsupervised Salient Object Detection via Knowledge Transfer Yao Yuan Wutao Liu Pan Gao Qun Dai Jie Qin 28 4 0 23 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 30 7 0 22 Apr 2024
Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning Zhanjie Zhang Jiakai Sun Guangyuan Li Lei Zhao Quanwei Zhang Zehua Lan Haolin Yin Xing Wei Huaizhong Lin Zhiwen Zuo 40 12 0 21 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 32 1 0 21 Apr 2024
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content Abhinau K. Venkataramanan Cosmin Stejerean Ioannis Katsavounidis Hassene Tmar A. Bovik DRL 36 1 0 20 Apr 2024
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images Ali Nasiri-Sarvi Vincent Quoc-Huy Trinh Hassan Rivaz Mahdi S. Hosseini 33 6 0 20 Apr 2024
Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation Qiang He Tianyi Zhou Meng Fang S. Maghsudi 27 3 0 19 Apr 2024
DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading M. M. Ho Elham Ghelichkhan Yosep Chong Yufei Zhou Beatrice S. Knudsen Tolga Tasdizen MedIm DiffM 37 1 0 19 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 39 1 0 18 Apr 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 32 4 0 18 Apr 2024
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models Cheng Shi Sibei Yang VLM 32 3 0 18 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 29 1 0 17 Apr 2024
Self-Supervised Learning Featuring Small-Scale Image Dataset for Treatable Retinal Diseases Classification Luffina C. Huang Darren J. Chiu Manish Mehta 26 1 0 15 Apr 2024
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou Xiaoman Zhang Chaoyi Wu Ya-Qin Zhang Weidi Xie Yanfeng Wang VLM 27 6 0 15 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 28 1 0 15 Apr 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Yuwei Tang Zhenyi Lin Qilong Wang Pengfei Zhu Qinghua Hu 26 11 0 13 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 42 11 0 13 Apr 2024
Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Alexandre Audibert Aurélien Gauffre Massih-Reza Amini 36 2 0 12 Apr 2024
Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification Lucas Dedieu Nicolas Nerrienet A. Nivaggioli Clara Simmat Marceau Clavel Arnaud Gauthier Stéphane Sockeel Rémy Peyret NoLa 21 1 0 11 Apr 2024
PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination Anant Khandelwal VLM 21 1 0 11 Apr 2024
How to Craft Backdoors with Unlabeled Data Alone? Yifei Wang Wenhan Ma Stefanie Jegelka Yisen Wang SyDa 19 0 0 10 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 32 0 0 04 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 38 1 0 04 Apr 2024
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 32 6 0 03 Apr 2024
Bridging Remote Sensors with Multisensor Geospatial Foundation Models Boran Han Shuai Zhang Xingjian Shi Markus Reichstein 24 22 0 01 Apr 2024