Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai Kevin Lin Zhengyuan Yang Linjie Li Jianfeng Wang Chung-Ching Lin David Doermann Junsong Yuan Lijuan Wang VGen DiffM 93 13 0 11 Jun 2024
NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks Yuqi Ma Huamin Wang Hangchi Shen Xuemei Chen Shukai Duan Shiping Wen 128 0 0 10 Jun 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 81 2 0 10 Jun 2024
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning Donghu Kim Hojoon Lee Kyungmin Lee Dongyoon Hwang Jaegul Choo OffRL 87 1 0 10 Jun 2024
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment Sajid Javed Arif Mahmood I. I. Ganapathi Fayaz Ali Dharejo Naoufel Werghi Mohammed Bennamoun VLM LM&MA 95 13 0 07 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 105 26 0 06 Jun 2024
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning Dom Huh Prasant Mohapatra 91 1 0 05 Jun 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 99 1 0 04 Jun 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning Leonardo Iurada Marco Ciccone Tatiana Tommasi 91 3 0 03 Jun 2024
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification Xuenian Wang Shanshan Shi Renao Yan Qiehe Sun Lianghui Zhu Tian Guan Yonghong He 76 2 0 02 Jun 2024
Contrastive Learning Via Equivariant Representation Sifan Song Jinfeng Wang Qiaochu Zhao Xiang Li Dufan Wu Angelos Stefanidis Jionglong Su S. Kevin Zhou Quanzheng Li 81 1 0 01 Jun 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 108 13 0 31 May 2024
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining Yi Wang C. Albrecht Xiao Xiang Zhu 91 10 0 30 May 2024
Relation Modeling and Distillation for Learning with Noisy Labels Xiaming Chen Junlin Zhang Zhuang Qi Xin Qi NoLa 105 0 0 30 May 2024
Provable Contrastive Continual Learning Yichen Wen Zhiquan Tan Kaipeng Zheng Chuanlong Xie Weiran Huang CLL 67 7 0 29 May 2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation Kimia Hamidieh Haoran Zhang Swami Sankaranarayanan Marzyeh Ghassemi 97 0 0 28 May 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation Kejia Yin Varshanth R. Rao R. Jiang Xudong Liu P. Aarabi David B. Lindell 104 0 0 28 May 2024
Self-Supervised Learning Based Handwriting Verification Mihir Chauhan Mohammad Abuzar Shaikh Abhishek Satbhai Mir Basheer Ali B. Ramamurthy Mingchen Gao Siwei Lyu Sargur Srihari 83 2 0 28 May 2024
Visualizing the loss landscape of Self-supervised Vision Transformer Youngwan Lee Jeffrey Willette Jonghee Kim Sung Ju Hwang ViT 64 1 0 28 May 2024
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 103 1 0 28 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 156 0 0 25 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 76 5 0 24 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning Khanh-Binh Nguyen Chae Jung Park 76 0 0 24 May 2024
Efficiency for Free: Ideal Data Are Transportable Representations Peng Sun Yi Jiang Tao Lin DD 118 2 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 167 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 136 0 0 23 May 2024
Maximum Manifold Capacity Representations in State Representation Learning Li Meng Morten Goodwin Anis Yazidi P. Engelstad 139 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 79 0 0 22 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 90 12 0 17 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 58 2 0 16 May 2024
Harmonizing Generalization and Personalization in Federated Prompt Learning Tianyu Cui Hongxia Li Jingya Wang Ye-ling Shi FedML VLM 78 11 0 16 May 2024
Self-Distillation Improves DNA Sequence Inference Tong Yu Lei Cheng Ruslan Khalitov Erland Brandser Olsson Zhirong Yang SyDa 80 1 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 90 0 0 13 May 2024
CoViews: Adaptive Augmentation Using Cooperative Views for Enhanced Contrastive Learning Nazim Bendib 64 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 103 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 79 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 87 17 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 82 6 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 106 4 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 123 1 0 08 May 2024
You Only Need Half: Boosting Data Augmentation by Using Partial Content Juntao Hu Yuan Wu 69 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 243 3 0 02 May 2024
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation Hanyang Chi Jian Pang Bingfeng Zhang Weifeng Liu 111 12 0 01 May 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 70 0 0 30 Apr 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 110 4 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 101 6 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 128 4 0 24 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 80 2 0 23 Apr 2024
Unified Unsupervised Salient Object Detection via Knowledge Transfer Yao Yuan Wutao Liu Pan Gao Qun Dai Jie Qin 80 5 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 101 7 0 22 Apr 2024