Papers citing 'Self-Supervised Learning of Pretext-Invariant Representations'

Title
CATE Estimation With Potential Outcome Imputation From Local RegressionConference on Uncertainty in Artificial Intelligence (UAI), 2023 Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 176 2 0 07 Nov 2023
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification Siyu Qi Achintha Wijesinghe Lahiru D. Chamain Zhi Ding 104 0 0 30 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 123 2 0 28 Oct 2023
Image Clustering Conditioned on Text CriteriaInternational Conference on Learning Representations (ICLR), 2023 Sehyun Kwon Jaeseung Park Minkyu Kim Jaewoong Cho Ernest K. Ryu Kangwook Lee VLM 382 21 0 27 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 224 18 0 27 Oct 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer DataInternational Conference on Learning Representations (ICLR), 2023 Quentin Bouniot Romaric Audigier Angélique Loesch Amaury Habrard ViT 196 4 0 25 Oct 2023
Lang3DSG: Language-based contrastive pre-training for 3D Scene Graph predictionInternational Conference on 3D Vision (3DV), 2023 Sebastian Koch Pedro Hermosilla Narunas Vaskevicius Mirco Colosi Timo Ropinski 303 15 0 25 Oct 2023
Learning Low-Rank Latent Spaces with Simple Deterministic Autoencoder: Theoretical and Empirical InsightsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Alokendu Mazumder Tirthajit Baruah Bhartendu Kumar Rishab Sharma Vishwajeet Pattanaik Punit Rathore 124 2 0 24 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 254 55 0 20 Oct 2023
In-context Learning with Transformer Is Really Equivalent to a Contrastive Learning Pattern Ruifeng Ren Yong Liu 75 8 0 20 Oct 2023
Representation Learning via Consistent Assignment of Views over Random Partitions T. Silva Adín Ramirez Rivera SSL 251 5 0 19 Oct 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking Yang Yu Qi Liu Kai Zhang Yuren Zhang Chao Song Min Hou Yuqing Yuan Zhihao Ye Zaixin Zhang Sanshi Lei Yu 171 2 0 15 Oct 2023
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations Paarth Neekhara Shehzeen Samarah Hussain Rafael Valle Boris Ginsburg Rishabh Ranjan Shlomo Dubnov F. Koushanfar Julian McAuley 170 7 0 14 Oct 2023
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningACM Multimedia (ACM MM), 2023 Jiaqi Li Guilin Qi Chuanyi Zhang Yongrui Chen Yiming Tan Chenlong Xia Ye Tian 189 6 0 12 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Zhongyu Li Bo-Wen Yin Yongxiang Liu Tianpeng Liu Ming-Ming Cheng SSL 330 3 0 08 Oct 2023
URLOST: Unsupervised Representation Learning without Stationarity or TopologyInternational Conference on Learning Representations (ICLR), 2023 Zeyu Yun Juexiao Zhang Bruno A. Olshausen Yann LeCun 522 1 0 06 Oct 2023
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body PartsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Weibin Liao Haoyi Xiong Qingzhong Wang Yan Mo Xuhong Li Lu Dong Zeyu Chen Siyu Huang Dejing Dou CLL 201 30 0 03 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited AnnotationNeural Information Processing Systems (NeurIPS), 2023 Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 203 8 0 02 Oct 2023
An Investigation of Representation and Allocation Harms in Contrastive LearningInternational Conference on Learning Representations (ICLR), 2023 Subha Maity Mayank Agarwal Mikhail Yurochkin Yuekai Sun 304 2 0 02 Oct 2023
Information Flow in Self-Supervised LearningInternational Conference on Machine Learning (ICML), 2023 Zhiyuan Tan Jingqin Yang Weiran Huang Yang Yuan Yifan Zhang SSL 403 17 0 29 Sep 2023
Asynchronous Graph GeneratorSignal Processing (Signal Process.), 2023 Christopher P. Ley Felipe Tobar AI4TS 359 0 0 29 Sep 2023
Spatial-frequency channels, shape bias, and adversarial robustnessNeural Information Processing Systems (NeurIPS), 2023 Ajay Subramanian E. Sizikova N. Majaj D. Pelli AAML 172 27 0 22 Sep 2023
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta LabelsACM Multimedia (ACM MM), 2023 YiXuan Wu Jintai Chen Jiahuan Yan Yiheng Zhu Benlin Liu Jian Wu VLM 224 7 0 16 Sep 2023
BROW: Better featuRes fOr Whole slide image based on self-distillation Yuan Wu Shaojie Li Zhiqiang Du Wentao Zhu 145 6 0 15 Sep 2023
BAGEL: Backdoor Attacks against Federated Contrastive Learning Yao Huang Kongyang Chen Jiannong Cao Jiaxing Shen Shaowei Wang Yun Peng Weilong Peng Kechao Cai FedML 145 3 0 14 Sep 2023
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology Nirhoshan Sivaroopan Chamuditha Jayanga Chalani Ekanayake Hasindri Watawana Jathurshan Pradeepkumar Mithunjha Anandakumar Ranga Rodrigo Chamira U. S. Edussooriya D. Wadduwage MedIm UQCV 185 0 0 13 Sep 2023
Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal ContrastIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Haoyu Chen Amritpal Singh 297 49 0 13 Sep 2023
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive LearningNature Communications (Nat. Commun.), 2023 Weijian Huang Cheng Li Hao Yang Jiarun Liu Shanshan Wang MedIm 203 52 0 12 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 207 1 0 09 Sep 2023
CR-VAE: Contrastive Regularization on Variational Autoencoders for Preventing Posterior Collapse Fotios Lygerakis Elmar Rueckert DRL 224 6 0 06 Sep 2023
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference Songyu Ke Ting Li Li Song Yanping Sun Qintian Sun Junbo Zhang Yu Zheng SSL 278 3 0 06 Sep 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 243 0 0 06 Sep 2023
Non-Parametric Representation Learning with KernelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Pascal Esser Maximilian Fleissner Debarghya Ghoshdastidar SSL 283 11 0 05 Sep 2023
Representation Learning Dynamics of Self-Supervised Models Pascal Esser Satyaki Mukherjee Debarghya Ghoshdastidar SSL 267 3 0 05 Sep 2023
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationGerman Conference on Pattern Recognition (GCPR), 2023 Johannes Kunzel Anna Hilsmann Peter Eisert 212 0 0 31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive LearningNeural Networks (Neural Netw.), 2023 Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 185 6 0 30 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 194 16 0 22 Aug 2023
Classification Committee for Active Deep Object DetectionIEEE transactions on multimedia (IEEE TMM), 2023 Lei Zhao Yue Liu Xingxing Wei 276 2 0 16 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 273 10 0 14 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 229 7 0 13 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction Izzeddin Teeti Rongali Sai Bhargav Vivek Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 121 4 0 08 Aug 2023
Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative EliminationACM Multimedia (ACM MM), 2023 Haoxuan Li Yi Bin Junrong Liao Yang Yang Heng Tao Shen 193 42 0 08 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 175 28 0 03 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive LearningIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 234 3 0 02 Aug 2023
Stochastic positional embeddings improve masked image modelingInternational Conference on Machine Learning (ICML), 2023 Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent Nicolas Ballas Trevor Darrell Amir Globerson Yann LeCun 196 5 0 31 Jul 2023
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Prakash Chandra Chhipa Johan Rodahl Holmgren Kanjar De Rajkumar Saini Marcus Liwicki SSL OOD 182 6 0 31 Jul 2023
G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game TheoryIEEE International Conference on Computer Vision (ICCV), 2023 Hongxiang Li Meng Cao Xuxin Cheng Yaowei Li Zhihong Zhu Yuexian Zou 324 28 0 26 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2023 Jing Wu Jennifer Hobbs N. Hovakimyan SSL 247 21 0 22 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems Anthony Corso David Karamadian Romeo Valentin Mary Cooper Mykel J. Kochenderfer 308 10 0 20 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 253 9 0 18 Jul 2023