Improving Zero-Shot Models with Label Distribution Priors

Improving Zero-Shot Models with Label Distribution Priors

1 December 2022

Jonathan Kahana

Papers citing "Improving Zero-Shot Models with Label Distribution Priors"

16 / 16 papers shown

Title
Teaching VLMs to Localize Specific Objects from In-context Examples Sivan Doveh Nimrod Shabtay Wei Lin Eli Schwartz Hilde Kuehne ... Leonid Karlinsky James Glass Assaf Arbelle S. Ullman Muhammad Jehanzeb Mirza VLM 106 1 0 20 Nov 2024
Cascade Prompt Learning for Vision-Language Model Adaptation Ge Wu Xin Zhang Zheng Li Zhaowei Chen Jiajun Liang Jian Yang Xiang Li VLM 32 7 0 26 Sep 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 39 3 0 09 Aug 2024
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data Jiahan Zhang Qinglai Wei Feng Liu Lei Feng VLM 31 7 0 15 Jun 2024
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Zheng Li Xiang Li Xinyi Fu Xing Zhang Weiqiang Wang Shuo Chen Jian Yang VLM 42 35 0 05 Mar 2024
Learning to Prompt Segment Anything Models Jiaxing Huang Kai Jiang Jingyi Zhang Han Qiu Lewei Lu Shijian Lu Eric P. Xing VLM LRM 51 7 0 09 Jan 2024
TAP: Targeted Prompting for Task Adaptive Generation of Textual Training Instances for Visual Classification M. Jehanzeb Mirza Leonid Karlinsky Wei Lin Horst Possegger Rogerio Feris Horst Bischof VLM 40 6 0 13 Sep 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang Fahad Shahbaz Khan VLM 60 5 0 24 Aug 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning Kanchana Ranasinghe Michael S. Ryoo SSL VLM 40 12 0 20 Jul 2023
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections M. Jehanzeb Mirza Leonid Karlinsky Wei Lin Mateusz Koziñski Horst Possegger Rogerio Feris Horst Bischof VLM 50 30 0 29 May 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 41 486 0 03 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 314 7,457 0 11 Nov 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 194 385 0 06 Nov 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 348 2,271 0 02 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 359 5,811 0 29 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 334 3,708 0 11 Feb 2021