Hallucination Improves the Performance of Unsupervised Visual Representation Learning

22 July 2023

Papers citing "Hallucination Improves the Performance of Unsupervised Visual Representation Learning"

22 / 22 papers shown

Title
CROPS: A Deployable Crop Management System Over All Possible State Availabilities Jing Wu Zhixin Lai Shengjie Liu Suiyao Chen Ran Tao Pan Zhao Chuyuan Tao Yikun Cheng N. Hovakimyan OffRL 47 0 0 09 Nov 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 38 0 0 16 Oct 2024
Confabulation: The Surprising Value of Large Language Model Hallucinations Peiqi Sui Eamon Duede Sophie Wu Richard Jean So HILM LLMAG 27 18 0 06 Jun 2024
Deep Representation Learning for Multi-functional Degradation Modeling of Community-dwelling Aging Population Suiyao Chen Xinyi Liu Yulei Li Jing Wu Handong Yao 39 5 0 08 Apr 2024
The New Agronomists: Language Models are Experts in Crop Management Jing Wu Zhixin Lai Suiyao Chen Ran Tao Pan Zhao N. Hovakimyan 26 19 0 28 Mar 2024
Residual-based Language Models are Free Boosters for Biomedical Imaging Zhixin Lai Jing Wu Suiyao Chen Yucheng Zhou N. Hovakimyan MedIm 38 29 0 26 Mar 2024
Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning Qiao Sun Liujia Yang Minghao Ma Nanyang Ye Qinying Gu 24 1 0 12 Mar 2024
Parametric Augmentation for Time Series Contrastive Learning Xu Zheng Tianchun Wang Wei Cheng Aitian Ma Haifeng Chen Mo Sha Dongsheng Luo AI4TS 22 13 0 16 Feb 2024
LightHouse: A Survey of AGI Hallucination Feng Wang LRM HILM VLM 32 3 0 08 Jan 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners Jing Wu Suiyao Chen Qi Zhao Renat Sergazinov Chen Li ... Tianpei Xie Hanqing Guo Cheng Ji Daniel Cociorva Hakan Brunzel SSL 54 37 0 04 Jan 2024
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 61 0 0 16 Nov 2023
ReConTab: Regularized Contrastive Representation Learning for Tabular Data Suiyao Chen Jing Wu N. Hovakimyan Handong Yao 33 33 0 28 Oct 2023
LEMON: Lossless model expansion Yite Wang Jiahao Su Hanlin Lu Cong Xie Tianyi Liu Jianbo Yuan Haibin Lin Ruoyu Sun Hongxia Yang 17 12 0 12 Oct 2023
A Survey of Hallucination in Large Foundation Models Vipula Rawte A. Sheth Amitava Das HILM LRM 23 345 0 12 Sep 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jing Wu N. Hovakimyan Jennifer Hobbs 32 14 0 27 Jul 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 43 9 0 28 Feb 2023
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun C. L. P. Chen SSL 96 78 0 06 Aug 2021
Hallucination Improves Few-Shot Object Detection Weilin Zhang Yu-xiong Wang ObjD 55 110 0 04 May 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 188 453 0 29 Apr 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 186 351 0 12 Jun 2018