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Towards Inadequately Pre-trained Models in Transfer Learning

Towards Inadequately Pre-trained Models in Transfer Learning

9 March 2022
Andong Deng
Xingjian Li
Di Hu
Tianyang Wang
Haoyi Xiong
Chengzhong Xu
ArXivPDFHTML

Papers citing "Towards Inadequately Pre-trained Models in Transfer Learning"

7 / 7 papers shown
Title
Why pre-training is beneficial for downstream classification tasks?
Why pre-training is beneficial for downstream classification tasks?
Xin Jiang
Xu Cheng
Zechao Li
34
0
0
11 Oct 2024
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle
Vishwesh Sangarya
Richard M. Bradford
Jung-Eun Kim
26
2
0
23 Jul 2024
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a
  Feature Decorrelation Perspective
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
Hanqi Yan
Yanzheng Xiang
Guangyi Chen
Yifei Wang
Lin Gui
Yulan He
44
5
0
25 Jun 2024
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
Guosheng Lin
MLLM
BDL
VLM
CLIP
392
4,154
0
28 Jan 2022
Instance Localization for Self-supervised Detection Pretraining
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang
Zhirong Wu
Bolei Zhou
Stephen Lin
ViT
SSL
100
145
0
16 Feb 2021
Improved Baselines with Momentum Contrastive Learning
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
SSL
276
3,375
0
09 Mar 2020
Transferability and Hardness of Supervised Classification Tasks
Transferability and Hardness of Supervised Classification Tasks
Anh Tran
Cuong V Nguyen
Tal Hassner
134
164
0
21 Aug 2019
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