Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,088 papers shown

Title
EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation Zibin Dong Fei Ni Yifu Yuan Yinchuan Li Jianye Hao 19 0 0 15 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 21 0 0 15 May 2025
RealRep: Generalized SDR-to-HDR Conversion with Style Disentangled Representation Learning Gang He S. Wang K. Xu Lin Zhang 34 0 0 12 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 31 0 0 10 May 2025
3DWG: 3D Weakly Supervised Visual Grounding via Category and Instance-Level Alignment X. Li J. H. Liu Nuowei Han Liang Heng Y. Guo Hao Dong Yang Liu 66 0 0 03 May 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 88 1 0 29 Apr 2025
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 29 0 0 28 Apr 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology Elena Plekhanova Damien Robert Johannes Dollinger Emilia Arens Philipp Brun Jan Dirk Wegner Niklaus Zimmermann 21 0 0 25 Apr 2025
Class-Conditional Distribution Balancing for Group Robust Classification Miaoyun Zhao Qiang Zhang C. Li 62 1 0 24 Apr 2025
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Prasanna Reddy Pulakurthi Majid Rabbani Celso M. De Melo S. Dianat Raghuveer Rao 29 0 0 17 Apr 2025
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang L. Wang Zhipeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng J. Ji Y. Zhang 3DPC 43 0 0 17 Apr 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 31 0 0 15 Apr 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts Jiansheng Li Xingxuan Zhang Hao Zou Yige Guo Renzhe Xu Yilong Liu Chuzhao Zhu Yue He Peng Cui VLM 37 0 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 21 0 0 14 Apr 2025
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 37 0 0 12 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 42 0 0 10 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 55 0 0 10 Apr 2025
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Piyush Bagad Hazel Doughty Bernard Ghanem Cees G. M. Snoek ViT SSL 46 0 0 08 Apr 2025
Active Learning with a Noisy Annotator Netta Shafir Guy Hacohen D. Weinshall 28 0 0 06 Apr 2025
Variational Self-Supervised Learning Mehmet Can Yavuz Berrin Yanikoglu SSL 100 0 0 06 Apr 2025
Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence Anita Rau Mark Endo Josiah Aklilu Jaewoo Heo Khaled Saab Alberto Paderno Jeffrey Jopling F. C. Holsinger Serena Yeung-Levy 44 0 0 03 Apr 2025
All-day Depth Completion via Thermal-LiDAR Fusion Janghyun Kim Minseong Kweon Jinsun Park Ukcheol Shin VLM 44 0 0 03 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 59 0 0 02 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance Segmentation Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 59 0 0 02 Apr 2025
Scaling Language-Free Visual Representation Learning David Fan Shengbang Tong Jiachen Zhu Koustuv Sinha Zhuang Liu ... Michael G. Rabbat Nicolas Ballas Yann LeCun Amir Bar Saining Xie CLIP VLM 58 2 0 01 Apr 2025
QG-VTC: Question-Guided Visual Token Compression in MLLMs for Efficient VQA Shuai Li Jian Xu Xiao-Hui Li Chao Deng Lin-Lin Huang MQ 41 0 0 01 Apr 2025
Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos Jiaheng Zhou Yanfeng Zhou Wei Fang Yuxing Tang Le Lu Ge Yang Mamba 184 0 0 26 Mar 2025
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. García-Peraza-Herrera MedIm 43 0 0 25 Mar 2025
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation Qin Wang Benjamin Bruns Hanno Scharr Kai Krajsek 53 0 0 24 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 95 3 0 19 Mar 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 57 0 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 52 0 0 19 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 59 0 0 18 Mar 2025
Cross-Modal Consistency Learning for Sign Language Recognition Kepeng Wu Zecheng Li Weichao Zhao Hezhen Hu Wengang Zhou SLR 42 0 0 16 Mar 2025
Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon Zador Pataki Mahdi Rad Marc Pollefeys HAI AI4TS 60 0 0 16 Mar 2025
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection Chuhan Zhang Chaoyang Zhu Pingcheng Dong Long Chen Dong Zhang ObjD VLM 135 0 0 14 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 87 2 0 12 Mar 2025
Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning Wenyi Lian Joakim Lindblad Patrick Micke Natasa Sladoje 57 0 0 12 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation Hariprasath Govindarajan Maciej K. Wozniak Marvin Klingner Camille Maurice B. R. Kiran S. Yogamani 53 0 0 12 Mar 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 43 0 0 28 Feb 2025
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds Mohamed Abdelsamad Michael Ulrich Claudius Gläser Abhinav Valada 3DPC 42 0 0 27 Feb 2025
Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels Xin-yang Zhao Jian Jin Yang-yang Li Yazhou Yao 40 0 0 27 Feb 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 72 1 0 26 Feb 2025
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition Dongwei Xu Yutao Zhu Yao Lu Youpeng Feng Yun Lin Qi Xuan 74 0 0 26 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 33 0 0 23 Feb 2025
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation Ebenezer Tarubinga Jenifer Kalafatovich Espinoza Seong-Whan Lee 60 0 0 21 Feb 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang Yuhang Zhou Zhixiong Zhang Qiguang Chen Yongqiang Chen James Cheng OODD 55 1 0 18 Feb 2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models Tanqiu Jiang Changjiang Li Fenglong Ma Ting Wang 52 0 0 18 Feb 2025
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection Kevin Garcia Juan Manuel Perez Yifeng Gao AI4TS 45 0 0 14 Feb 2025
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation Peng Ling 56 0 0 14 Feb 2025