A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

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

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Title
Exploring Diffusion Time-steps for Unsupervised Representation Learning Zhongqi Yue Jiankun Wang Qianru Sun Lei Ji E. Chang Hanwang Zhang DiffM 39 21 0 21 Jan 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification Liangliang Shi Zhaoqi Shen Junchi Yan OT 27 2 0 21 Jan 2024
Visual Imitation Learning with Calibrated Contrastive Representation Yunke Wang Linwei Tao Bo Du Yutian Lin Chang Xu 16 0 0 21 Jan 2024
PepHarmony: A Multi-View Contrastive Learning Framework for Integrated Sequence and Structure-Based Peptide Encoding Ruochi Zhang Haoran Wu Chang Liu Hua-Wang Li Yuqian Wu ... Yifan Wang Yifan Deng Jiahui Chen Fengfeng Zhou Xin Gao AI4TS 29 2 0 21 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 29 15 0 20 Jan 2024
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition Ismail Rasim Ulgen Zongyang Du Carlos Busso Berrak Sisman 19 2 0 19 Jan 2024
Learning to Visually Connect Actions and their Effects Eric Peh Paritosh Parmar Basura Fernando 24 2 0 19 Jan 2024
Data Augmentation for Traffic Classification Chao Wang A. Finamore Pietro Michiardi Massimo Gallo Dario Rossi 35 6 0 19 Jan 2024
Memorization in Self-Supervised Learning Improves Downstream Generalization Wenhao Wang Muhammad Ahmad Kaleem Adam Dziedzic Michael Backes Nicolas Papernot Franziska Boenisch SSL 17 9 0 19 Jan 2024
LDReg: Local Dimensionality Regularized Self-Supervised Learning Hanxun Huang R. Campello S. Erfani Xingjun Ma Michael E. Houle James Bailey 30 5 0 19 Jan 2024
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning Hong kyu Lee Qiuchen Zhang Carl Yang Jian Lou Li Xiong MU SSL 19 4 0 19 Jan 2024
Learning High-Quality and General-Purpose Phrase Representations Lihu Chen Gaël Varoquaux Fabian M. Suchanek 30 3 0 18 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 21 0 0 18 Jan 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 31 3 0 18 Jan 2024
The Manga Whisperer: Automatically Generating Transcriptions for Comics Ragav Sachdeva Andrew Zisserman 29 13 0 18 Jan 2024
GPT4Ego: Unleashing the Potential of Pre-trained Models for Zero-Shot Egocentric Action Recognition Guangzhao Dai Xiangbo Shu Wenhao Wu Rui Yan Jiachao Zhang VLM 19 5 0 18 Jan 2024
CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Re-Identification Yanwei Zheng Xinpeng Zhao Chuanlin Lan Xiaowei Zhang Bowen Huang Jibin Yang Dongxiao Yu VLM 28 0 0 18 Jan 2024
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation Songhe Deng Wei Zhuo Jinheng Xie Linlin Shen VLM 13 6 0 18 Jan 2024
PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection Zhijie Zhong Zhiwen Yu Yiyuan Yang Weizheng Wang Kaixiang Yang 30 6 0 18 Jan 2024
Interplay of Semantic Communication and Knowledge Learning Fei Ni Bingyan Wang Rongpeng Li Zhifeng Zhao Honggang Zhang 29 0 0 18 Jan 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Biwei Huang Liming Zhu Tongliang Liu Lina Yao Kun Zhang 32 3 0 18 Jan 2024
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu 11 3 0 17 Jan 2024
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search Matthew C. McCallum Florian Henkel Jaehun Kim Samuel E. Sandberg Matthew E. P. Davies 32 2 0 17 Jan 2024
Tempo estimation as fully self-supervised binary classification Florian Henkel Jaehun Kim Matthew C. McCallum Samuel E. Sandberg Matthew E. P. Davies 30 1 0 17 Jan 2024
On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations Matthew C. McCallum Matthew E. P. Davies Florian Henkel Jaehun Kim Samuel E. Sandberg 33 6 0 17 Jan 2024
Semi-Supervised Learning Approach for Efficient Resource Allocation with Network Slicing in O-RAN Salar Nouri Naghadeh Mojdeh Karbalaee Motalleb V. Shah-Mansouri Seyed Pooya Shariatpanahi 14 1 0 16 Jan 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 25 0 0 16 Jan 2024
Scalable Pre-training of Large Autoregressive Image Models Alaaeldin El-Nouby Michal Klein Shuangfei Zhai Miguel Angel Bautista Alexander Toshev Vaishaal Shankar J. Susskind Armand Joulin VLM 22 71 0 16 Jan 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu Amr Sharaf Yunmo Chen Weiting Tan Lingfeng Shen Benjamin Van Durme Kenton W. Murray Young Jin Kim ALM 36 200 0 16 Jan 2024
Unsupervised Pre-Training for 3D Leaf Instance Segmentation Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino Jens Behley C. Stachniss 19 6 0 16 Jan 2024
Adversarial Masking Contrastive Learning for vein recognition Huafeng Qin Yiquan Wu M. El-Yacoubi Jun Wang Guangxiang Yang MedIm 18 0 0 16 Jan 2024
Robust Tiny Object Detection in Aerial Images amidst Label Noise Haoran Zhu Chang Xu Wen Yang Ruixiang Zhang Yan Zhang Gui-Song Xia NoLa 28 1 0 16 Jan 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 30 148 0 16 Jan 2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 21 0 0 15 Jan 2024
The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey Saurav Pawar S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Aman Chadha Amitava Das 35 27 0 15 Jan 2024
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification Nathan Painchaud P. Courand Pierre-Marc Jodoin Nicolas Duchateau Olivier Bernard 39 2 0 15 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie M. Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
Consistency of semi-supervised learning, stochastic tug-of-war games, and the p-Laplacian Jeff Calder Nadejda Drenska 20 1 0 15 Jan 2024
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition Fan Zhang Xiaobao Guo Xiaojiang Peng Alex C. Kot 19 0 0 14 Jan 2024
Contrastive Learning with Negative Sampling Correction Lu Wang Chao Du Pu Zhao Chuan Luo Zhangchi Zhu ... Wei Zhang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang SSL 88 1 0 13 Jan 2024
CCFC: Bridging Federated Clustering and Contrastive Learning Jie Yan Jing Liu Zhonghan Zhang FedML 38 3 0 12 Jan 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 25 1 0 12 Jan 2024
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 16 0 0 12 Jan 2024
Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous Speech Yu Xi Baochen Yang Hao Li Jiaqi Guo Kai Yu 31 4 0 12 Jan 2024
Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation Eytan Kats Jochen G. Hirsch Mattias P. Heinrich SSL 22 0 0 12 Jan 2024
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI Decoding Xujin Li Wei Wei Shuang Qiu Huiguang He 21 1 0 12 Jan 2024
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy Edward Sanderson B. Matuszewski 23 2 0 11 Jan 2024
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs Shengbang Tong Zhuang Liu Yuexiang Zhai Yi-An Ma Yann LeCun Saining Xie VLM MLLM 32 283 0 11 Jan 2024
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model Yuqi Chen Kan Ren Kaitao Song Yansen Wang Yifan Wang Dongsheng Li Lili Qiu 36 15 0 11 Jan 2024
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo 15 4 0 11 Jan 2024