Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data Hao Miao Yan Zhao Chenjuan Guo Bin Yang Kai Zheng Feiteng Huang Jiandong Xie Christian S. Jensen AI4TS CLL 97 38 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
A Multimodal Automated Interpretability Agent Tamar Rott Shaham Sarah Schwettmann Franklin Wang Achyuta Rajaram Evan Hernandez Jacob Andreas Antonio Torralba 219 27 0 22 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 98 1 0 21 Apr 2024
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals Jeremy Speth Nathan Vance Patrick Flynn Adam Czajka 72 1 0 20 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 113 1 0 18 Apr 2024
MIDGET: Music Conditioned 3D Dance Generation Jinwu Wang Wei Mao Miaomiao Liu 72 0 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 143 7 0 18 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 68 0 0 16 Apr 2024
Digging into contrastive learning for robust depth estimation with diffusion models Jiyuan Wang Chunyu Lin Lang Nie K. Liao Shuwei Shao Yao Zhao 76 4 0 15 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 111 1 0 15 Apr 2024
AI Competitions and Benchmarks: Dataset Development Romain Egele Julio C. S. Jacques Junior Jan N. van Rijn Isabelle M Guyon Xavier Baró Albert Clapés Prasanna Balaprakash Sergio Escalera T. Moeslund Jun Wan 76 0 0 15 Apr 2024
Object Instance Retrieval in Assistive Robotics: Leveraging Fine-Tuned SimSiam with Multi-View Images Based on 3D Semantic Map Taichi Sakaguchi Akira Taniguchi Y. Hagiwara Lotfi El Hafi Shoichi Hasegawa T. Taniguchi 72 4 0 15 Apr 2024
Real-world Instance-specific Image Goal Navigation for Service Robots: Bridging the Domain Gap with Contrastive Learning Taichi Sakaguchi Akira Taniguchi Y. Hagiwara Lotfi El Hafi Shoichi Hasegawa T. Taniguchi 63 0 0 15 Apr 2024
Learning Tracking Representations from Single Point Annotations Qiangqiang Wu Antoni B. Chan 72 1 0 15 Apr 2024
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity Yu Qiao Huy Q. Le Mengchun Zhang Apurba Adhikary Chaoning Zhang Choong Seon Hong FedML 81 10 0 14 Apr 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 126 29 0 12 Apr 2024
Backdoor Contrastive Learning via Bi-level Trigger Optimization Weiyu Sun Xinyu Zhang Hao Lu Ying-Cong Chen Ting Wang Jinghui Chen Lu Lin 73 6 0 11 Apr 2024
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG Cheol-Hui Lee Hakseung Kim Hyun-jee Han Min-Kyung Jung Byung C. Yoon Dong-Joo Kim 77 6 0 10 Apr 2024
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino 105 15 0 09 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He Fengqing Zhu 106 4 0 06 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 118 0 0 04 Apr 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Wei Chen Lefei Zhang Bo Du VLM 72 3 0 02 Apr 2024
ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models Minseop Jung Minseong Kim Jibum Kim 85 3 0 02 Apr 2024
VideoDistill: Language-aware Vision Distillation for Video Question Answering Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao VGen 85 1 0 01 Apr 2024
Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation Yitian Tao Liyan Ma Jing Yu Han Zhang MedIm 93 8 0 31 Mar 2024
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification Jianfeng Cai Yue Ma Zhixi Feng Shuyuan Yang 57 2 0 29 Mar 2024
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu Nicolas Pugeault SSL 64 0 0 28 Mar 2024
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck Liangjiang Wen Xiasi Wang Jianzhuang Liu Zenglin Xu 54 3 0 28 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 122 2 0 27 Mar 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck ViT 75 8 0 26 Mar 2024
Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge Dongjin Kim Sung-Jin Um Sangmin Lee Jung Uk Kim 72 6 0 26 Mar 2024
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Fengyuan Yu Huabin Zhu Binhui Yao Tao Wang Xiaolin Zheng Yanchao Tan FedML 91 9 0 25 Mar 2024
Edit3K: Universal Representation Learning for Video Editing Components Xin Gu Libo Zhang Fan Chen Longyin Wen Yufei Wang Tiejian Luo Sijie Zhu 122 4 0 24 Mar 2024
An Embarrassingly Simple Defense Against Backdoor Attacks On SSL Aryan Satpathy Nilaksh Nilaksh D. Rajwade AAML 18 0 0 23 Mar 2024
Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection Hongzhi Gao Zheng Chen Zehui Chen Lin Chen Jiaming Liu Shanghang Zhang Feng Zhao 3DPC 95 1 0 22 Mar 2024
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning Hasindri Watawana Kanchana Ranasinghe Tariq Mahmood Muzammal Naseer Salman Khan Fahad Shahbaz Khan SSL 70 5 0 21 Mar 2024
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation Minqin Zhu Anpeng Wu Haoxuan Li Ruoxuan Xiong Bo Li ... Xuan Qin Peng Zhen Jiecheng Guo Leilei Gan Kun Kuang CML 81 10 0 21 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 153 3 0 20 Mar 2024
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Run He Huiping Zhuang Di Fang Yizhu Chen Kai Tong Cen Chen Lap-Pui Chau Huiping Zhuang 142 2 0 20 Mar 2024
Total Disentanglement of Font Images into Style and Character Class Features Daichi Haraguchi Wataru Shimoda Kota Yamaguchi Seiichi Uchida DRL 71 0 0 19 Mar 2024
NTK-Guided Few-Shot Class Incremental Learning Jingren Liu Zhong Ji Yanwei Pang YunLong Yu CLL 95 4 0 19 Mar 2024
Do Generated Data Always Help Contrastive Learning? Yifei Wang Jizhe Zhang Yisen Wang DiffM 96 26 0 19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Hefei Ling Jianlong Wu Yue Yu Guohao Li Min Zhang SSL 101 6 0 18 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning Azad Singh Vandan Gorade Deepak Mishra SSL 65 2 0 18 Mar 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 128 5 0 18 Mar 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 92 10 0 17 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 82 5 0 16 Mar 2024
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples Ziqi Zhou Minghui Li Wei Liu Shengshan Hu Yechao Zhang Wei Wan Lulu Xue Leo Yu Zhang Dezhong Yao Hai Jin SILM AAML 114 11 0 16 Mar 2024
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model Tao Wu Xuewei Li Zhongang Qi Di Hu Xintao Wang Ying Shan Xi Li 84 7 0 15 Mar 2024