Object-Aware Cropping for Self-Supervised Learning

Object-Aware Cropping for Self-Supervised Learning

1 December 2021

Shlok Kumar Mishra

Abhyuday N. Jagannatha

Abhishek Sharma

Papers citing "Object-Aware Cropping for Self-Supervised Learning"

14 / 14 papers shown

Title
Taming the Randomness: Towards Label-Preserving Cropping in Contrastive Learning Mohamed Hassan Mohammad Wasil Sebastian Houben 44 0 0 28 Apr 2025
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu Nicolas Pugeault SSL 34 0 0 28 Mar 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi Georgios Leontidis Mingjun Zhong 63 2 0 11 Mar 2024
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 19 28 0 23 Feb 2023
Saliency Guided Contrastive Learning on Scene Images Meilin Chen Yizhou Wang Shixiang Tang Feng Zhu Haiyang Yang Lei Bai Rui Zhao Donglian Qi Wanli Ouyang SSL 24 1 0 22 Feb 2023
Focusing On Targets For Improving Weakly Supervised Visual Grounding V. Pham Nao Mishima ObjD 23 1 0 22 Feb 2023
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning Jie Zhu Jiyang Qi Mingyu Ding Xiaokang Chen Ping Luo Xinggang Wang Wenyu Liu Leye Wang Jingdong Wang SSL 33 8 0 27 Jan 2023
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers Tao Tang Changlin Li Guangrun Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang ViT 28 1 0 16 Oct 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 44 87 0 16 Mar 2022
Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 100 145 0 16 Feb 2021
BYOL works even without batch statistics Pierre Harvey Richemond Jean-Bastien Grill Florent Altché Corentin Tallec Florian Strub ... Samuel L. Smith Soham De Razvan Pascanu Bilal Piot Michal Valko SSL 250 114 0 20 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,375 0 09 Mar 2020
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 209 292 0 01 May 2018