Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,357 papers shown

Title
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things Yaoyao Zhong Mengshi Qi Rui Wang Yuhan Qiu Yang Zhang Huadong Ma 73 2 0 01 Dec 2023
Optimal Sample Complexity of Contrastive Learning Noga Alon Dmitrii Avdiukhin Dor Elboim Orr Fischer G. Yaroslavtsev SSL 71 7 0 01 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 79 5 0 01 Dec 2023
Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models Raviteja Vemulapalli Hadi Pouransari Fartash Faghri Sachin Mehta Mehrdad Farajtabar Mohammad Rastegari Oncel Tuzel 145 11 0 30 Nov 2023
Do text-free diffusion models learn discriminative visual representations? Soumik Mukhopadhyay M. Gwilliam Yosuke Yamaguchi Vatsal Agarwal Namitha Padmanabhan Archana Swaminathan Dinesh Manocha Abhinav Shrivastava DiffM 134 14 1 29 Nov 2023
A Simple Recipe for Language-guided Domain Generalized Segmentation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 93 14 0 29 Nov 2023
SpeechAct: Towards Generating Whole-body Motion from Speech Jinsong Zhang Minjie Zhu Yuxiang Zhang Yebin Liu Kun Li 140 0 0 29 Nov 2023
BIM: Block-Wise Self-Supervised Learning with Masked Image Modeling Yixuan Luo Mengye Ren Sai Qian Zhang 64 0 0 28 Nov 2023
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data Ye Lin Tun Minh N. H. Nguyen Chu Myaet Thwal J. Choi Choong Seon Hong FedML 68 13 0 28 Nov 2023
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 152 8 0 28 Nov 2023
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling Weicheng Zhu Sheng Liu C. Fernandez‐Granda N. Razavian 127 1 0 27 Nov 2023
Dual-stream contrastive predictive network with joint handcrafted feature view for SAR ship classification Xianting Feng Hao Zheng Zhigang Hu Liu Yang Meiguang Zheng 36 3 0 26 Nov 2023
CUCL: Codebook for Unsupervised Continual Learning Chen Cheng Jingkuan Song Xiaosu Zhu Sitong Su Lianli Gao Jikang Cheng CLL 53 2 0 25 Nov 2023
Class Gradient Projection For Continual Learning Cheng Chen Ji Zhang Jingkuan Song Lianli Gao CLL 47 17 0 25 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 65 5 0 24 Nov 2023
Stable Cluster Discrimination for Deep Clustering Qi Qian OOD 80 24 0 24 Nov 2023
Revisiting Supervision for Continual Representation Learning Daniel Marczak Sebastian Cygert Tomasz Trzciñski Bartlomiej Twardowski SSL CLL 105 2 0 22 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 65 4 0 20 Nov 2023
Self-Distilled Representation Learning for Time Series Felix Pieper Konstantin Ditschuneit Martin Genzel Alexandra Lindt Johannes Otterbach AI4TS 62 1 0 19 Nov 2023
Towards Robust and Accurate Visual Prompting Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang VPVLM VLM 64 3 0 18 Nov 2023
Deep Tensor Network Yifan Zhang 114 0 0 18 Nov 2023
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Autoencoder Zhimin Chen Yingwei Li Longlong Jing Liang Yang Bing Li 3DPC 93 9 0 17 Nov 2023
From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning Jiansong Zhang Linlin Shen Peizhong Liu SSL 52 0 0 16 Nov 2023
Robust Contrastive Learning With Theory Guarantee Ngoc N. Tran Lam C. Tran Hoang Phan Anh-Vu Bui Tung Pham Toan M. Tran Dinh Q. Phung Trung Le SSL NoLa 70 0 0 16 Nov 2023
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques R. Thoreau Laurent Risser V. Achard Béatrice Berthelot X. Briottet 157 6 0 15 Nov 2023
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations Cian Eastwood Julius von Kügelgen Linus Ericsson Diane Bouchacourt Pascal Vincent Bernhard Schölkopf Mark Ibrahim 107 11 0 15 Nov 2023
ActiveDC: Distribution Calibration for Active Finetuning Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 111 1 0 13 Nov 2023
SpectralGPT: Spectral Remote Sensing Foundation Model Danfeng Hong Bing Zhang Xuyang Li Yuxuan Li Chenyu Li ... Xiuping Jia Antonio J. Plaza Paolo Gamba J. Benediktsson J. Chanussot 118 428 0 13 Nov 2023
CL-Flow:Strengthening the Normalizing Flows by Contrastive Learning for Better Anomaly Detection Shunfeng Wang Yueyang Li Haichi Luo Chenyang Bi 71 1 0 12 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 75 6 0 10 Nov 2023
Enhancing Instance-Level Image Classification with Set-Level Labels Renyu Zhang Aly A. Khan Yuxin Chen Robert L. Grossman 81 0 0 09 Nov 2023
Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement Xinyu Zhang Weiyu Sun Hao Lu Ying-Cong Chen Yun Ge Xiaolin Huang Jie Yuan Yingcong Chen 48 2 0 09 Nov 2023
PersonMAE: Person Re-Identification Pre-Training with Masked AutoEncoders Hezhen Hu Xiaoyi Dong Jianmin Bao Dongdong Chen Lu Yuan Dong Chen Houqiang Li 100 6 0 08 Nov 2023
Can CLIP Help Sound Source Localization? Sooyoung Park Arda Senocak Joon Son Chung 79 9 0 07 Nov 2023
Random Field Augmentations for Self-Supervised Representation Learning Philip Mansfield Arash Afkanpour Warren Morningstar Karan Singhal OOD 105 2 0 07 Nov 2023
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning Yiyou Sun Zhenmei Shi Yixuan Li OffRL 85 24 0 06 Nov 2023
An Efficient Self-Supervised Cross-View Training For Sentence Embedding Peerat Limkonchotiwat Wuttikorn Ponwitayarat Lalita Lowphansirikul Can Udomcharoenchaikit Ekapol Chuangsuwanich Sarana Nutanong SSL AI4TS 57 4 0 06 Nov 2023
Asymmetric Masked Distillation for Pre-Training Small Foundation Models Zhiyu Zhao Bingkun Huang Sen Xing Gangshan Wu Yu Qiao Limin Wang 83 5 0 06 Nov 2023
DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-cell Clustering Huifa Li Jie Fu Zhili Chen Xiaomin Yang Haitao Liu Xinpeng Ling 51 1 0 06 Nov 2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation Mingjia Yin Hao Wang Xiang Xu Likang Wu Sirui Zhao Wei Guo Yong Liu Ruiming Tang Defu Lian Enhong Chen LMTD AI4TS HAI 110 29 0 06 Nov 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning Xiaojun Guo Yifei Wang Zeming Wei Yisen Wang 103 12 0 05 Nov 2023
Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification Hao Zheng Runqi Wang Jianzhuang Liu Asako Kanezaki 77 8 0 04 Nov 2023
Concatenated Masked Autoencoders as Spatial-Temporal Learner Zhouqiang Jiang Bowen Wang Tong Xiang Zhaofeng Niu Hong Tang Guangshun Li Liangzhi Li 44 2 0 02 Nov 2023
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders A. Fuller K. Millard James R. Green 103 72 0 01 Nov 2023
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning Xianzhong Long Chen Peng Yun Li SSL 66 0 0 01 Nov 2023
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning Maxwell A. Xu Alexander Moreno Hui Wei Benjamin M. Marlin James M. Rehg AI4TS SSL 105 13 0 01 Nov 2023
Rethinking Samples Selection for Contrastive Learning: Mining of Potential Samples Hengkui Dong Xianzhong Long Yun Li 131 2 0 01 Nov 2023
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception Junkun Yuan Xinyu Zhang Hao Zhou Jian Wang Zhongwei Qiu ... Junyu Han Errui Ding Lanfen Lin Leilei Gan Jingdong Wang 73 19 0 31 Oct 2023
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space Shengzhong Liu Tomoyoshi Kimura Dongxin Liu Ruijie Wang Jinyang Li Suhas Diggavi Mani B. Srivastava Tarek Abdelzaher AI4TS 86 27 0 30 Oct 2023
Mean BERTs make erratic language teachers: the effectiveness of latent bootstrapping in low-resource settings David Samuel 54 4 0 30 Oct 2023