Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 1,940 papers shown

Title
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning Meixuan Li Tianyu Li Guoqing Wang Peng Wang Yang Yang H. Shen 104 1 0 15 Mar 2024
Computer User Interface Understanding. A New Dataset and a Learning Framework Andrés Munoz Daniel Borrajo 63 0 0 15 Mar 2024
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery Enguang Wang Zhimao Peng Zhengyuan Xie Fei Yang Xialei Liu Ming-Ming Cheng 135 3 0 15 Mar 2024
Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs Jie Liu Xuequn Shang Xiaolin Han Kai Zheng Hongzhi Yin 82 0 0 14 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 72 7 0 12 Mar 2024
BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin Qihang Fang Chengcheng Tang Shugao Ma Yanchao Yang 73 1 0 12 Mar 2024
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari 100 0 0 12 Mar 2024
GRITv2: Efficient and Light-weight Social Relation Recognition Sagar Reddy Neeraj Kasera Avinash Thakur ViT 60 0 0 11 Mar 2024
LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition Jialu Shi Zhiqiang Wei Jie Nie Lei Huang SSL 91 0 0 06 Mar 2024
Membership Information Leakage in Federated Contrastive Learning Kongyang Chen Wenfeng Wang Zixin Wang Wangjun Zhang Zhipeng Li Yao Huang FedML 95 1 0 06 Mar 2024
Contrastive Learning of Person-independent Representations for Facial Action Unit Detection Yong Li Shiguang Shan 133 10 0 06 Mar 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference Benjamin Eysenbach Vivek Myers Ruslan Salakhutdinov Sergey Levine AI4TS 146 12 0 06 Mar 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning Qianhan Feng Lujing Xie Shijie Fang Tong Lin 75 7 0 04 Mar 2024
Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification Jiahao Hong Jia-li Zuo Chuchu Han Ruochen Zheng Ming Tian Changxin Gao Nong Sang 68 2 0 01 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 103 11 0 28 Feb 2024
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection Bo Peng Yadan Luo Yonggang Zhang Yixuan Li Zhen Fang 64 14 0 27 Feb 2024
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation Jonas Herzog SSeg 98 4 0 27 Feb 2024
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning Xiaoyu Liu Beitong Zhou Cheng Cheng 73 3 0 27 Feb 2024
LocalGCL: Local-aware Contrastive Learning for Graphs Haojun Jiang Jiawei Sun Jie Li Chentao Wu SSL 43 1 0 27 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 120 12 0 27 Feb 2024
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning Yali Bian Rebecca Faust Chris North HAI 38 0 0 27 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 69 1 0 24 Feb 2024
CLIPose: Category-Level Object Pose Estimation with Pre-trained Vision-Language Knowledge Xiao Lin Minghao Zhu Ronghao Dang Guangliang Zhou Shaolong Shu Feng Lin Chengju Liu Qi Chen CLIP 119 9 0 24 Feb 2024
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models Kenneth Li Samy Jelassi Hugh Zhang Sham Kakade Martin Wattenberg David Brandfonbrener 138 11 0 22 Feb 2024
Robust Training of Federated Models with Extremely Label Deficiency Yonggang Zhang Zhiqin Yang Xinmei Tian Nannan Wang Tongliang Liu Bo Han FedML 117 6 0 22 Feb 2024
Revisiting Feature Prediction for Learning Visual Representations from Video Adrien Bardes Q. Garrido Jean Ponce Xinlei Chen Michael G. Rabbat Yann LeCun Mahmoud Assran Nicolas Ballas MDE VLM 155 87 0 15 Feb 2024
$f$ -MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning Yiwei Lu Guojun Zhang Sun Sun Hongyu Guo Yaoliang Yu VLM 50 6 0 15 Feb 2024
Affine transformation estimation improves visual self-supervised learning David Torpey Richard Klein SSL 38 1 0 14 Feb 2024
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) Weijie Tu Weijian Deng Tom Gedeon UQCV VLM 73 35 0 12 Feb 2024
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Mahdi Naseri Mahdi Biparva SSL 74 0 0 09 Feb 2024
Learning Contrastive Feature Representations for Facial Action Unit Detection Ziqiao Shang Bin Liu Fengmao Lv Fei Teng Tian-Jie Li 108 1 0 09 Feb 2024
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning Yuhang Liu Zhen Zhang Dong Gong Erdun Gao Biwei Huang Anton Van Den Hengel Kun Zhang Javen Qinfeng Shi Javen Qinfeng Shi 89 5 0 09 Feb 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 96 6 0 06 Feb 2024
Learning with Mixture of Prototypes for Out-of-Distribution Detection Haodong Lu Dong Gong Shuo Wang Jason Xue Lina Yao Kristen Moore OODD 136 27 0 05 Feb 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning Stylianos Poulakakis-Daktylidis Hadi Jamali Rad 91 5 0 04 Feb 2024
A Probabilistic Model behind Self-Supervised Learning Alice Bizeul Bernhard Schölkopf Carl Allen SSL 75 2 0 02 Feb 2024
Can Shape-Infused Joint Embeddings Improve Image-Conditioned 3D Diffusion? Cristian Sbrolli Paolo Cudrano Matteo Matteucci DiffM 50 1 0 02 Feb 2024
Few-Shot Class-Incremental Learning with Prior Knowledge Wenhao Jiang Duo Li Menghan Hu Guangtao Zhai Xiaokang Yang Xiao-Ping Zhang CLL 69 1 0 02 Feb 2024
Binding Touch to Everything: Learning Unified Multimodal Tactile Representations Fengyu Yang Chao Feng Ziyang Chen Hyoungseob Park Daniel Wang ... Ziyao Zeng Xien Chen Rit Gangopadhyay Andrew Owens Alex Wong 126 72 0 31 Jan 2024
Graph Multi-Similarity Learning for Molecular Property Prediction Hao Xu Zhengyang Zhou Pengyu Hong 78 1 0 31 Jan 2024
Multimodal Action Quality Assessment Ling-an Zeng Wei-Shi Zheng 113 16 0 31 Jan 2024
Masked Audio Modeling with CLAP and Multi-Objective Learning Yifei Xin Xiulian Peng Yan Lu 112 8 0 29 Jan 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation Hai-Xin Zhang Dong Huang 127 0 0 25 Jan 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation Hai-Xin Zhang Dong Huang 53 0 0 24 Jan 2024
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction Hai-Xin Zhang Dong Huang Hua-Bao Ling Guang-Yu Zhang Wei-jun Sun Zi-hao Wen 47 0 0 24 Jan 2024
Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-Training Vedant Dave Fotios Lygerakis Elmar Rueckert SSL 94 22 0 22 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 44 0 0 18 Jan 2024
Trapped in texture bias? A large scale comparison of deep instance segmentation J. Theodoridis Jessica Hofmann J. Maucher A. Schilling SSeg 77 5 0 17 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 60 1 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 174 1 0 13 Jan 2024