A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

Papers citing "A Simple Framework for Contrastive Learning of Visual Representations"

50 / 6,841 papers shown

Title
Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection Yadong Guan Jiqing Han Hongwei Song Wenjie Song Guibin Zheng Tieran Zheng Yongjun He 25 0 0 11 Jan 2024
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification Kunpeng Qiu Zhiying Zhou Yongxin Guo 26 2 0 11 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing Jaeill Kim Duhun Hwang Eunjung Lee Jangwon Suh Jimyeong Kim Wonjong Rhee 28 0 0 11 Jan 2024
Siamese Networks with Soft Labels for Unsupervised Lesion Detection and Patch Pretraining on Screening Mammograms Kevin Van Vorst Li Shen 12 0 0 10 Jan 2024
Do Vision and Language Encoders Represent the World Similarly? Mayug Maniparambil Raiymbek Akshulakov Y. A. D. Djilali Sanath Narayan M. Seddik K. Mangalam Noel E. O'Connor VLM 21 11 0 10 Jan 2024
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image Jiayuan Tian Jie Lei Jiaqing Zhang Weiying Xie Yunsong Li 33 12 0 10 Jan 2024
Singer Identity Representation Learning using Self-Supervised Techniques Bernardo Torres Stefan Lattner Gaël Richard SSL 30 8 0 10 Jan 2024
Relaxed Contrastive Learning for Federated Learning Seonguk Seo Jinkyu Kim Geeho Kim Bohyung Han FedML 42 8 0 10 Jan 2024
Concept Alignment Sunayana Rane Polyphony J. Bruna Ilia Sucholutsky Christopher Kello Thomas L. Griffiths CVBM 31 7 0 09 Jan 2024
A Simple Baseline for Spoken Language to Sign Language Translation with 3D Avatars Ronglai Zuo Fangyun Wei Zenggui Chen Brian Mak Jiaolong Yang Xin Tong SLR 32 4 0 09 Jan 2024
Low-resource finetuning of foundation models beats state-of-the-art in histopathology Benedikt Roth Valentin Koch S. J. Wagner Julia A. Schnabel Carsten Marr Tingying Peng MedIm 21 8 0 09 Jan 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 24 5 0 09 Jan 2024
Generic Knowledge Boosted Pre-training For Remote Sensing Images Ziyue Huang Mingming Zhang Yuan Gong Qingjie Liu Yunhong Wang VLM 28 14 0 09 Jan 2024
Learning with Noisy Labels: Interconnection of Two Expectation-Maximizations Heewon Kim Hyun Sung Chang Kiho Cho Jaeyun Lee Bohyung Han NoLa 21 2 0 09 Jan 2024
Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness Sibo Wang Jie M. Zhang Zheng Yuan Shiguang Shan VLM 36 18 0 09 Jan 2024
Attention versus Contrastive Learning of Tabular Data -- A Data-centric Benchmarking S. B. Rabbani Ivan V. Medri Manar D. Samad 13 8 0 08 Jan 2024
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild Zhi-Song Liu Robin Courant Vicky Kalogeiton 38 6 0 08 Jan 2024
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations Helen Qu Sang Michael Xie 13 4 0 08 Jan 2024
RudolfV: A Foundation Model by Pathologists for Pathologists Jonas Dippel Barbara Feulner Tobias Winterhoff Timo Milbich Stephan Tietz ... David Horst Lukas Ruff Klaus-Robert Muller Frederick Klauschen Maximilian Alber 25 28 0 08 Jan 2024
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction Yi-Hsuan Li Philippe Zhang Yubo Tan Jing Zhang Zhihan Wang Weili Jiang Pierre-Henri Conze M. Lamard G. Quellec Mostafa EL HABIB DAHO 29 2 0 08 Jan 2024
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer Wenxi Chen Yuzhe Liang Ziyang Ma Zhisheng Zheng Xie Chen ViT 46 17 0 07 Jan 2024
Multi-Modal Representation Learning for Molecular Property Prediction: Sequence, Graph, Geometry Zeyu Wang Tianyi Jiang Jinhuan Wang Qi Xuan AI4CE 16 8 0 07 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 26 0 0 06 Jan 2024
Exploiting Data Hierarchy as a New Modality for Contrastive Learning Arjun Bhalla Daniel Levenson Jan Bernhard Anton Abilov 18 0 0 06 Jan 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 46 2 0 06 Jan 2024
Interpreting Adaptive Gradient Methods by Parameter Scaling for Learning-Rate-Free Optimization Min-Kook Suh Seung-Woo Seo ODL 27 0 0 06 Jan 2024
Understanding Representation Learnability of Nonlinear Self-Supervised Learning Ruofeng Yang Xiangyuan Li Bo Jiang Shuai Li SSL MLT 45 2 0 06 Jan 2024
MultiSiam: A Multiple Input Siamese Network For Social Media Text Classification And Duplicate Text Detection S. Bhoi Swapnil Markhedkar S. Phadke Prashant Agrawal 9 1 0 06 Jan 2024
Preserving Silent Features for Domain Generalization Chujie Zhao Tianren Zhang Feng Chen 23 0 0 06 Jan 2024
AccidentGPT: Large Multi-Modal Foundation Model for Traffic Accident Analysis Kebin Wu Wenbin Li Xiaofei Xiao 21 3 0 05 Jan 2024
Subjective and Objective Analysis of Indian Social Media Video Quality Sandeep Mishra Mukul Jha A. Bovik 18 0 0 05 Jan 2024
GTA: Guided Transfer of Spatial Attention from Object-Centric Representations SeokHyun Seo Jinwoo Hong Jungwoo Chae Kyungyul Kim Sangheum Hwang 32 0 0 05 Jan 2024
Unsupervised hard Negative Augmentation for contrastive learning Yuxuan Shu Vasileios Lampos 23 0 0 05 Jan 2024
Fus-MAE: A cross-attention-based data fusion approach for Masked Autoencoders in remote sensing Hugo Chan-To-Hing B. Veeravalli 22 8 0 05 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 23 22 0 04 Jan 2024
Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket Zhaokun Zhou Kaiwei Che Wei Fang Keyu Tian Yuesheng Zhu Shuicheng Yan Yonghong Tian Liuliang Yuan ViT 37 27 0 04 Jan 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners Jing Wu Suiyao Chen Qi Zhao Renat Sergazinov Chen Li ... Tianpei Xie Hanqing Guo Cheng Ji Daniel Cociorva Hakan Brunzel SSL 46 37 0 04 Jan 2024
GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning Aarash Feizi Randall Balestriero Adriana Romero Soriano Reihaneh Rabbany 26 0 0 03 Jan 2024
VGA: Vision and Graph Fused Attention Network for Rumor Detection Lin Bai Caiyan Jia Ziying Song Chaoqun Cui 19 0 0 03 Jan 2024
Few-shot Adaptation of Multi-modal Foundation Models: A Survey Fan Liu Tianshu Zhang Wenwen Dai Wenwen Cai Wenwen Cai Xiaocong Zhou Delong Chen VLM OffRL 31 22 0 03 Jan 2024
Zero-shot Active Learning Using Self Supervised Learning Abhishek Sinha Shreya Singh 15 1 0 03 Jan 2024
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences Piotr Skalski David Sutton Stuart Burrell Iker Perez Jason Wong AI4TS 32 2 0 03 Jan 2024
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data Sofia Yfantidou Dimitris Spathis Marios Constantinides Athena Vakali Daniele Quercia F. Kawsar 50 2 0 03 Jan 2024
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning Danwei Cai Zexin Cai Ming Li 17 0 0 03 Jan 2024
ProbMCL: Simple Probabilistic Contrastive Learning for Multi-label Visual Classification A. Sajedi Samir Khaki Y. Lawryshyn Konstantinos N. Plataniotis VLM 27 2 0 02 Jan 2024
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training Jiuming Qin Che Liu Sibo Cheng Yike Guo Rossella Arcucci VLM MedIm 20 5 0 02 Jan 2024
Depth-discriminative Metric Learning for Monocular 3D Object Detection Wonhyeok Choi Mingyu Shin Sunghoon Im MDE 25 4 0 02 Jan 2024
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian 24 0 0 02 Jan 2024
Boosting Transformer's Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learning Thanh-Dung Le 24 1 0 02 Jan 2024
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP Ruinan Jin Chun-Yin Huang Chenyu You Xiaoxiao Li AAML MedIm 30 2 0 01 Jan 2024