Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,088 papers shown

Title
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM Aditya Murali Pietro Mascagni Didier Mutter N. Padoy VLM MedIm 45 3 0 09 Jul 2024
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Yuheng Li Tianyu Luan Yizhou Wu Shaoyan Pan Yenho Chen Xiaofeng Yang 35 4 0 09 Jul 2024
4D Contrastive Superflows are Dense 3D Representation Learners Xiang Xu Lingdong Kong Hui Shuai Wenwei Zhang Liang Pan Kai Chen Ziwei Liu Qingshan Liu 3DPC 39 7 0 08 Jul 2024
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Yu Sun Xinhao Li Karan Dalal Jiarui Xu Arjun Vikram ... Xinlei Chen Xiaolong Wang Sanmi Koyejo Tatsunori Hashimoto Carlos Guestrin 56 93 0 05 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment Jinsong Shi Pan Gao Xiaojiang Peng Jie Qin 38 1 0 04 Jul 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 31 0 0 02 Jul 2024
Learning Unsupervised Gaze Representation via Eye Mask Driven Information Bottleneck Yangzhou Jiang Yinxin Lin Yaoming Wang Teng Li Bilian Ke Bingbing Ni CVBM 35 1 0 29 Jun 2024
InfoNCE: Identifying the Gap Between Theory and Practice E. Rusak Patrik Reizinger Attila Juhos Oliver Bringmann Roland S. Zimmermann Wieland Brendel 33 5 0 28 Jun 2024
Exclusive Style Removal for Cross Domain Novel Class Discovery Yicheng Wang Feng Liu Junmin Liu Zhen Fang Kai Sun 34 1 0 26 Jun 2024
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model Zhuo Zheng Stefano Ermon Dongjun Kim Liangpei Zhang Yanfei Zhong DiffM 45 20 0 26 Jun 2024
Tell Me Where You Are: Multimodal LLMs Meet Place Recognition Zonglin Lyu Juexiao Zhang Mingxuan Lu Yiming Li Chen Feng 33 4 0 25 Jun 2024
Investigating Self-Supervised Methods for Label-Efficient Learning S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais VLM 37 0 0 25 Jun 2024
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation You-Wei Luo Chuan-Xian Ren Xiao-Lin Xu Qingshan Liu 42 1 0 24 Jun 2024
The Hidden Pitfalls of the Cosine Similarity Loss Andrew Draganov Sharvaree P. Vadgama Erik J. Bekkers SSL 26 0 0 24 Jun 2024
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection Jia Syuen Lim Zhuoxiao Chen Mahsa Baktashmotlagh Zhi Chen Xin Yu Zi Huang Yadan Luo VLM ObjD 78 1 0 21 Jun 2024
SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis Zijian Cai Xinquan Yang Xuguang Li Xiaoling Luo Xuechen Li Linlin Shen He Meng Yongqiang Deng MedIm 26 0 0 20 Jun 2024
SwinStyleformer is a favorable choice for image inversion Jiawei Mao Guangyi Zhao Xuesong Yin Yuanqi Chang ViT 35 0 0 19 Jun 2024
mDPO: Conditional Preference Optimization for Multimodal Large Language Models Fei Wang Wenxuan Zhou James Y. Huang Nan Xu Sheng Zhang Hoifung Poon Muhao Chen 62 15 0 17 Jun 2024
Enhancing Generalizability of Representation Learning for Data-Efficient 3D Scene Understanding Yunsong Wang Na Zhao Gim Hee Lee SSL 3DV 27 0 0 17 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 59 25 0 17 Jun 2024
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh Kibok Lee SSL 35 1 0 16 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 30 4 0 16 Jun 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations? Mark Ibrahim David Klindt Randall Balestriero SSL 56 2 1 15 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 31 2 0 15 Jun 2024
Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations Rylan Schaeffer Victor Lecomte Dhruv Pai Andres Carranza Berivan Isik ... Yann LeCun SueYeon Chung Andrey Gromov Ravid Shwartz-Ziv Sanmi Koyejo 41 5 0 13 Jun 2024
A deep cut into Split Federated Self-supervised Learning Marcin Przewiȩźlikowski Marcin Osial Bartosz Zieliñski Marek 'Smieja FedML 38 0 0 12 Jun 2024
Autoregressive Pretraining with Mamba in Vision Sucheng Ren Xianhang Li Haoqin Tu Feng Wang Fangxun Shu ... L. Yang Peng Wang Heng Wang Alan Yuille Cihang Xie Mamba 68 9 0 11 Jun 2024
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 33 9 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 49 0 0 10 Jun 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 26 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 29 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 N. Werghi Mohammed Bennamoun VLM LM&MA 37 11 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 32 22 0 06 Jun 2024
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning Dom Huh Prasant Mohapatra 32 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 51 1 0 04 Jun 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning Leonardo Iurada Marco Ciccone Tatiana Tommasi 36 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 19 0 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 33 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 59 13 0 31 May 2024
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining Yi Wang C. Albrecht Xiao Xiang Zhu 32 6 0 30 May 2024
Relation Modeling and Distillation for Learning with Noisy Labels Xiaming Chen Junlin Zhang Zhuang Qi Xin Qi NoLa 24 0 0 30 May 2024
Provable Contrastive Continual Learning Yichen Wen Zhiquan Tan Kaipeng Zheng Chuanlong Xie Weiran Huang CLL 32 4 0 29 May 2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation Kimia Hamidieh Haoran Zhang Swami Sankaranarayanan Marzyeh Ghassemi 41 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 43 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 18 2 0 28 May 2024
Visualizing the loss landscape of Self-supervised Vision Transformer Youngwan Lee Jeffrey Willette Jonghee Kim Sung Ju Hwang ViT 33 1 0 28 May 2024
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 34 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 89 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 38 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 34 0 0 24 May 2024