Improving Fine-tuning of Self-supervised Models with Contrastive
Initialization

Improving Fine-tuning of Self-supervised Models with Contrastive Initialization

30 July 2022

Papers citing "Improving Fine-tuning of Self-supervised Models with Contrastive Initialization"

13 / 13 papers shown

Title
BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization Gustav Wagner Zakarias Lars Kai Hansen Zheng-Hua Tan 54 0 0 03 Oct 2024
Finetuning Pre-trained Model with Limited Data for LiDAR-based 3D Object Detection by Bridging Domain Gaps Jiyun Jang Mincheol Chang Jongwon Park Jinkyu Kim 3DPC 52 0 0 02 Oct 2024
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment Heyan Huang Yinghao Li Huashan Sun Yu Bai Yang Gao 50 3 0 17 Jun 2024
Concept-wise Fine-tuning Matters in Preventing Negative Transfer Yunqiao Yang Long-Kai Huang Ying Wei 40 2 0 12 Nov 2023
Controlled Randomness Improves the Performance of Transformer Models Tobias Deuβer Cong Zhao Wolfgang Krämer David Leonhard Christian Bauckhage R. Sifa 29 1 0 20 Oct 2023
Robustifying Token Attention for Vision Transformers Yong Guo David Stutz Bernt Schiele ViT 23 24 0 20 Mar 2023
Boosting Semi-Supervised Learning with Contrastive Complementary Labeling Qinyi Deng Yong Guo Zhibang Yang Haolin Pan Jian Chen 35 10 0 13 Dec 2022
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images Bing Xu Yong Guo Luo Jiang Mianjie Yu Jian Chen 34 13 0 19 Nov 2022
Improving Robustness by Enhancing Weak Subnets Yong Guo David Stutz Bernt Schiele AAML 35 15 0 30 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,481 0 11 Nov 2021
Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training Valerio Biscione J. Bowers 51 13 0 04 Oct 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Yifan Zhang Bryan Hooi Dapeng Hu Jian Liang Jiashi Feng 79 64 0 12 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 281 3,378 0 09 Mar 2020