Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
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 54 0 0 19 Mar 2025
Object-Centric Pretraining via Target Encoder Bootstrapping Nikola Đukić Tim Lebailly Tinne Tuytelaars OCL 73 0 0 19 Mar 2025
Prototype Perturbation for Relaxing Alignment Constraints in Backward-Compatible Learning Zikun Zhou Yushuai Sun Wenjie Pei Xuzhao Li Yaowei Wang CLL 83 1 0 19 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 64 0 0 18 Mar 2025
Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon Zador Pataki Mahdi Rad Marc Pollefeys HAI AI4TS 65 0 0 16 Mar 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection Yong Li Menglin Liu Zhen Cui Y. Ding Yuan Zong Wenming Zheng Shiguang Shan Cuntai Guan 71 0 0 12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 89 2 0 12 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning Chungpa Lee Jeongheon Oh Kibok Lee Jy-yong Sohn SSL 94 1 0 11 Mar 2025
ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning S. Banerjee Vinay K. Verma SSL 66 0 0 10 Mar 2025
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages Hao Xu Tengfei Xue Dongnan Liu Yuqian Chen Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong Cai 41 0 0 09 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 65 0 0 08 Mar 2025
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation Ziqiang Cui Yunpeng Weng Xing Tang Xiaokun Zhang Dugang Liu ... Peiyang Liu Bowei He Weihong Luo Xiuqiang He Chen Ma AI4TS 85 0 0 06 Mar 2025
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial Patches Gal Yona Roy Velich Ron Kimmel Ehud Rivlin 55 0 0 05 Mar 2025
Projection Head is Secretly an Information Bottleneck Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 51 0 0 01 Mar 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection Yante Li Hanwen Qi Haoyu Chen Xinlian Liang Guoying Zhao 44 0 0 01 Mar 2025
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds Mohamed Abdelsamad Michael Ulrich Claudius Gläser Abhinav Valada 3DPC 47 0 0 27 Feb 2025
Your contrastive learning problem is secretly a distribution alignment problem Zihao Chen Chi-Heng Lin Ran Liu Jingyun Xiao Eva L. Dyer 75 1 0 27 Feb 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Mingsheng Cai Jiuming Jiang Wenhao Huang Che Liu Rossella Arcucci AI4TS 44 0 0 27 Feb 2025
Dual-branch Graph Feature Learning for NLOS Imaging Xiongfei Su Tianyi Zhu Lina Liu Zheng Chen Yulun Zhang Siyuan Li Juntian Ye Feihu Xu Xin Yuan 48 0 0 27 Feb 2025
DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches Atik Faysal Mohammad Rostami Taha Boushine Reihaneh Gh. Roshan Huaxia Wang Nikhil Muralidhar 47 1 0 25 Feb 2025
Road Traffic Sign Recognition method using Siamese network Combining Efficient-CNN based Encoder Zhenghao Xi Yuchao Shao Yang Zheng Xiang Liu Yaqi Liu Yitong Cai 57 0 0 24 Feb 2025
Bridging Domain Gaps between Pretrained Multimodal Models and Recommendations Wenyu Zhang Jie Luo Xinming Zhang Yuan Fang 64 0 0 24 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
OptionZero: Planning with Learned Options Po-Wei Huang Pei-Chiun Peng Hung Guei Ti-Rong Wu 57 1 0 23 Feb 2025
Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling Heng Chang Liang Gu Cheng Hu Zhinan Zhang Hong Zhu Yuhui Xu Yuan Fang Zhen Chen 56 0 0 22 Feb 2025
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework Nicholas Vinden Raeid Saqur Zining Zhu Frank Rudzicz 53 0 0 22 Feb 2025
Nearshore Underwater Target Detection Meets UAV-borne Hyperspectral Remote Sensing: A Novel Hybrid-level Contrastive Learning Framework and Benchmark Dataset Jiahao Qi Chuanhong Zhou Xingyue Liu Chen Chen Dehui Zhu Kangcheng Bin Ping Zhong 74 0 0 21 Feb 2025
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 56 0 0 17 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai Qing Guo Chandan Singh Jianwei Yang Jianfeng Gao Yi Ma 173 1 0 17 Feb 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model Jiarui Jin Haoyu Wang Hongyan Li Jun Yu Li Jiahui Pan Shenda Hong 41 5 0 15 Feb 2025
Replay-free Online Continual Learning with Self-Supervised MultiPatches Giacomo Cignoni Andrea Cossu Alex Gomez-Villa Joost van de Weijer Antonio Carta CLL 72 0 0 13 Feb 2025
Group Reasoning Emission Estimation Networks Yanming Guo Xiao Qian Kevin Credit Jin Ma 52 0 0 08 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 67 2 0 07 Feb 2025
Keep It Light! Simplifying Image Clustering Via Text-Free Adapters Yicen Li Haitz Sáez de Ocáriz Borde Anastasis Kratsios Paul D. McNicholas VLM 98 0 0 06 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawlekar Yujun Cai Yiwei Wang Ming-Hsuan Yang Narendra Ahuja VLM CoGe 80 0 0 05 Feb 2025
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction Yitong Duan Weiran Wang Jian Li 53 0 0 05 Feb 2025
Hierarchical Consensus Network for Multiview Feature Learning Chengwei Xia Chaoxi Niu Kun Zhan 65 0 0 04 Feb 2025
Learning Fused State Representations for Control from Multi-View Observations Zeyu Wang Yao Li Xin Li Hongyu Zang Romain Laroche Riashat Islam OffRL 54 0 0 03 Feb 2025
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization Zishun Yu Tengyu Xu Di Jin Karthik Abinav Sankararaman Yun He ... Eryk Helenowski Chen Zhu Sinong Wang Hao Ma Han Fang LRM 54 4 0 29 Jan 2025
Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning Yong-Jin Liu Zhihao Cui Liming Li Junjie You Xinle Feng Jianxin Wang Xiangyu Wang Qing Liu Minghua Wu 60 1 0 29 Jan 2025
Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals Michaela Cohrs Shiwoo Koak Yejin Lee Yu Jin Sung W. D. Neve Hristo L. Svilenov Utku Ozbulak 43 0 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 52 0 0 28 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 56 4 0 28 Jan 2025
Robust Representation Consistency Model via Contrastive Denoising Jiachen Lei Julius Berner Jiongxiao Wang Zhongzhu Chen Zhongjia Ba Kui Ren Jun Zhu Anima Anandkumar DiffM 82 0 0 22 Jan 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 180 0 0 21 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 47 0 0 20 Jan 2025
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction Liyan Sun Shaocong Yu Chi Zhang Xinghao Ding SSL 34 0 0 18 Jan 2025
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection Pengcheng Zhao Zhixian He Fuwei Zhang Shujin Lin Fan Zhou 42 1 0 18 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 45 0 0 15 Jan 2025
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis Kankana Roy Lars Krämer Sebastian Domaschke Malik Haris Roland Aydin Fabian Isensee Martin Held 48 0 0 13 Jan 2025