Learning Representations by Predicting Bags of Visual Words

27 February 2020

Papers citing "Learning Representations by Predicting Bags of Visual Words"

50 / 79 papers shown

Title
Robustness of Generalized Median Computation for Consensus Learning in Arbitrary Spaces Andreas Nienkötter Sandro Vega-Pons Xiaoyi Jiang 57 0 0 07 Mar 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning Jingyao Wang Luntian Mou Changwen Zheng Wen Gao AAML 23 2 0 19 Aug 2024
A review on discriminative self-supervised learning methods Nikolaos Giakoumoglou Tania Stathaki SSL 49 1 0 08 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 82 0 0 07 May 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 37 1 0 18 Apr 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi Georgios Leontidis Mingjun Zhong 61 2 0 11 Mar 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 87 73 0 15 Feb 2024
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Mahdi Naseri Mahdi Biparva SSL 24 0 0 09 Feb 2024
Guarding Barlow Twins Against Overfitting with Mixed Samples W. G. C. Bandara C. D. Melo Vishal M. Patel SSL 24 10 0 04 Dec 2023
A-JEPA: Joint-Embedding Predictive Architecture Can Listen Zhengcong Fei Mingyuan Fan Junshi Huang 21 17 0 27 Nov 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 26 7 0 25 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 31 0 0 13 Sep 2023
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding Jiantao Wu Shentong Mo Muhammad Awais Sara Atito Zhenhua Feng J. Kittler VLM 25 4 0 22 Aug 2023
Video BagNet: short temporal receptive fields increase robustness in long-term action recognition Ombretta Strafforello X. Liu Klamer Schutte J. C. V. Gemert 22 2 0 22 Aug 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 16 3 0 18 Jul 2023
CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication Jingyao Wang Luntian Mou Changwen Zheng Wen Gao AAML 19 4 0 18 Jul 2023
Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination Methods Mohammad Alkhalefi Georgios Leontidis Min Zhong SSL 87 2 0 28 Jun 2023
HomE: Homography-Equivariant Video Representation Learning Anirudh Sriram Adrien Gaidon Jiajun Wu Juan Carlos Niebles L. Fei-Fei Ehsan Adeli SSL AI4TS 18 2 0 02 Jun 2023
Tied-Augment: Controlling Representation Similarity Improves Data Augmentation Emirhan Kurtuluş Zichao Li Yann N. Dauphin E. D. Cubuk 20 3 0 22 May 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch Shengbang Tong Yubei Chen Y. Ma Yann LeCun 13 24 0 08 Apr 2023
Schema Inference for Interpretable Image Classification Haofei Zhang Mengqi Xue Xiaokang Liu Kaixuan Chen Jie Song Mingli Song OCL 31 3 0 12 Mar 2023
Self-Supervised Learning for Group Equivariant Neural Networks Yusuke Mukuta Tatsuya Harada SSL 23 0 0 08 Mar 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture Mahmoud Assran Quentin Duval Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Yann LeCun Nicolas Ballas SSL AI4TS MDE 25 317 0 19 Jan 2023
High-level semantic feature matters few-shot unsupervised domain adaptation Lei Yu Wanqi Yang Sheng Huang Lei Wang Ming Yang 14 3 0 05 Jan 2023
ALSO: Automotive Lidar Self-supervision by Occupancy estimation Alexandre Boulch Corentin Sautier Bjoern Michele Gilles Puy Renaud Marlet SSL 3DPC 19 54 0 12 Dec 2022
Learning a Pedestrian Social Behavior Dictionary Faith Johnson Kristin J. Dana 25 1 0 02 Dec 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 35 21 0 28 Oct 2022
The Hidden Uniform Cluster Prior in Self-Supervised Learning Mahmoud Assran Randall Balestriero Quentin Duval Florian Bordes Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Nicolas Ballas SSL 36 46 0 13 Oct 2022
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision Swetava Ganguli C. V. K. Iyer Vipul Pandey SSL 18 5 0 07 Oct 2022
Visual Prompting via Image Inpainting Amir Bar Yossi Gandelsman Trevor Darrell Amir Globerson Alexei A. Efros VLM VPVLM 14 200 0 01 Sep 2022
FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation Jianlong Yuan Qiang Qi Fei Du Zhibin Wang Fan Wang Yifan Liu 19 13 0 30 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 30 113 0 24 Aug 2022
Self-supervised learning with rotation-invariant kernels Léon Zheng Gilles Puy E. Riccietti Patrick Pérez Rémi Gribonval SSL 9 2 0 28 Jul 2022
ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection Junbo Yin Dingfu Zhou Liangjun Zhang Jin Fang Chengfeng Xu Jianbing Shen Wenguan Wang 3DPC 25 83 0 26 Jul 2022
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations Wenjie Pei Shuang Wu Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM 16 11 0 25 Jul 2022
An Embedding-Dynamic Approach to Self-supervised Learning Suhong Moon Domas Buracas Seunghyun Park Jinkyu Kim John F. Canny OCL 15 4 0 07 Jul 2022
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning Yubei Chen Adrien Bardes Zengyi Li Yann LeCun SSL AIFin 14 7 0 17 Jun 2022
Less than Few: Self-Shot Video Instance Segmentation Pengwan Yang Yuki M. Asano Pascal Mettes Cees G. M. Snoek SSL 11 2 0 19 Apr 2022
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Binod Bhattarai Ronast Subedi Rebati Gaire E. Vazquez Danail Stoyanov OOD 11 42 0 02 Apr 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 13 117 0 30 Mar 2022
CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning Xiao Wang Yuhang Huang Dan Zeng Guo-Jun Qi SSL 11 16 0 27 Mar 2022
Robustness through Cognitive Dissociation Mitigation in Contrastive Adversarial Training Adir Rahamim I. Naeh AAML 12 1 0 16 Mar 2022
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling Lixiang Ru Bo Du Yibing Zhan Chen Wu 6 44 0 10 Feb 2022
Context Autoencoder for Self-Supervised Representation Learning Xiaokang Chen Mingyu Ding Xiaodi Wang Ying Xin Shentong Mo Yunhao Wang Shumin Han Ping Luo Gang Zeng Jingdong Wang SSL 35 386 0 07 Feb 2022
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? Nenad Tomašev Ioana Bica Brian McWilliams Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL 66 80 0 13 Jan 2022
Reproducing BowNet: Learning Representations by Predicting Bags of Visual Words H. Nguyen S. Yun Hisham Mohammad SSL 11 0 0 10 Jan 2022
Object-Aware Cropping for Self-Supervised Learning Shlok Kumar Mishra Anshul B. Shah Ankan Bansal Abhyuday N. Jagannatha Janit Anjaria Abhishek Sharma David Jacobs Dilip Krishnan SSL 16 22 0 01 Dec 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 170 196 0 29 Sep 2021
PASS: An ImageNet replacement for self-supervised pretraining without humans Yuki M. Asano Christian Rupprecht Andrew Zisserman Andrea Vedaldi VLM SSL 9 57 0 27 Sep 2021