Self-supervised learning through the eyes of a child

31 July 2020

Papers citing "Self-supervised learning through the eyes of a child"

21 / 21 papers shown

Title
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 166 0 0 21 Jan 2025
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 21 118 0 08 Dec 2023
Are Vision Transformers More Data Hungry Than Newborn Visual Systems? Lalit Pandey Samantha M. W. Wood Justin N. Wood 35 12 0 05 Dec 2023
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video Shashanka Venkataramanan Mamshad Nayeem Rizve João Carreira Yuki M. Asano Yannis Avrithis SSL 29 18 0 12 Oct 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems Fan Shi Bin Li Xiangyang Xue LRM 32 9 0 15 Jul 2023
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 24 56 0 15 Nov 2022
Predictive Event Segmentation and Representation with Neural Networks: A Self-Supervised Model Assessed by Psychological Experiments Hamit Basgol I. Ayhan Emre Ugur 27 1 0 04 Oct 2022
Action Recognition based on Cross-Situational Action-object Statistics Satoshi Tsutsui Xizi Wang Guangyuan Weng Yayun Zhang David J. Crandall Chen Yu 38 2 0 15 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning Lu Zhang Lu Qi Xu Yang Hong Qiao Ming Yang Zhiyong Liu SSL 30 3 0 01 Aug 2022
Time to augment self-supervised visual representation learning A. Aubret M. Ernst Céline Teulière Jochen Triesch 26 10 0 27 Jul 2022
The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks Lukas Huber Robert Geirhos Felix Wichmann 48 16 0 20 May 2022
Embodied vision for learning object representations A. Aubret Céline Teulière Jochen Triesch OCL 25 1 0 12 May 2022
Building Human-like Communicative Intelligence: A Grounded Perspective M. Dubova 21 12 0 02 Jan 2022
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation Binxu Wang David Mayo Arturo Deza Andrei Barbu C. Conwell 31 12 0 14 Dec 2021
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M. Asano Aaqib Saeed 30 7 0 01 Dec 2021
How much human-like visual experience do current self-supervised learning algorithms need in order to achieve human-level object recognition? Emin Orhan OOD 35 4 0 23 Sep 2021
Partial success in closing the gap between human and machine vision Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Tizian Thieringer Matthias Bethge Felix Wichmann Wieland Brendel VLM AAML 42 221 0 14 Jun 2021
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast Yawen Wu Zhepeng Wang Dewen Zeng Yiyu Shi Jingtong Hu SSL 33 28 0 07 Jun 2021
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 29 628 0 02 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs Matthew L. Leavitt Ari S. Morcos 55 33 0 03 Mar 2020