Vision Superalignment: Weak-to-Strong Generalization for Vision
Foundation Models

Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

6 February 2024

Chengcheng Wang

Papers citing "Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models"

13 / 13 papers shown

Title
Scaling Laws For Scalable Oversight Joshua Engels David D. Baek Subhash Kantamneni Max Tegmark ELM 75 0 0 25 Apr 2025
Understanding the Capabilities and Limitations of Weak-to-Strong Generalization Wei Yao Wenkai Yang Zihan Wang Yankai Lin Yong Liu ELM 107 1 0 03 Feb 2025
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning Ruimeng Ye Yang Xiao Bo Hui ALM ELM OffRL 29 2 0 16 Oct 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang Dawei Yin Pengjie Ren Maarten de Rijke Z. Z. Ren 63 6 0 10 Oct 2024
Provable Weak-to-Strong Generalization via Benign Overfitting David X. Wu A. Sahai 73 6 0 06 Oct 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 63 23 0 10 Sep 2024
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization Wenkai Yang Shiqi Shen Guangyao Shen Zhi Gong Yankai Lin Zhi Gong Yankai Lin Ji-Rong Wen 58 13 0 17 Jun 2024
Bayesian WeakS-to-Strong from Text Classification to Generation Ziyun Cui Ziyang Zhang Wen Wu Wen Wu Chao Zhang 39 2 0 24 May 2024
One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation Zhiwei Hao Jianyuan Guo Kai Han Yehui Tang Han Hu Yunhe Wang Chang Xu 41 59 0 30 Oct 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 308 7,457 0 11 Nov 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu Liu Hengshuang Zhao Jiaya Jia 155 422 0 19 Apr 2021
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning Yinbo Chen Zhuang Liu Huijuan Xu Trevor Darrell Xiaolong Wang 175 342 0 09 Mar 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,217 0 01 Sep 2014