Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions

17 March 2021

Papers citing "Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions"

20 / 20 papers shown

Title
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 49 0 0 10 Mar 2025
Model-agnostic Coreset Selection via LLM-based Concept Bottlenecks Akshay Mehra Trisha Mittal Subhadra Gopalakrishnan Joshua Kimball 34 0 0 23 Feb 2025
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP Chen Huang Skyler Seto Samira Abnar David Grangier Navdeep Jaitly J. Susskind VLM 36 0 0 31 Oct 2024
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning Xiangyang Qu Jing Yu Keke Gai Jiamin Zhuang Yuanmin Tang Gang Xiong Gaopeng Gou Qi Wu 30 2 0 22 Jul 2024
LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image Classification Renyi Qu Mark Yatskar 18 1 0 29 May 2024
Why are Visually-Grounded Language Models Bad at Image Classification? Yuhui Zhang Alyssa Unell Xiaohan Wang Dhruba Ghosh Yuchang Su Ludwig Schmidt Serena Yeung-Levy VLM 35 27 0 28 May 2024
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images Zalan Fabian Zhongqi Miao Chunyuan Li Yuanhan Zhang Ziwei Liu ... Laura Siabatto Andrés Link Pablo Arbelaez Rahul Dodhia J. L. Ferres 33 10 0 02 Nov 2023
Open-Set Image Tagging with Multi-Grained Text Supervision Xinyu Huang Yi-Jie Huang Youcai Zhang Weiwei Tian Rui Feng Yuejie Zhang Yanchun Xie Yaqian Li Lei Zhang VLM 25 28 0 23 Oct 2023
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts Karsten Roth Jae Myung Kim A. Sophia Koepke Oriol Vinyals Cordelia Schmid Zeynep Akata VLM 19 70 0 12 Jun 2023
Describe me an Aucklet: Generating Grounded Perceptual Category Descriptions Bill Noble N. Ilinykh 21 0 0 07 Mar 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Zachary Novack Julian McAuley Zachary Chase Lipton Saurabh Garg VLM 19 79 0 06 Feb 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem Muhammad Gul Zain Ali Khan Yongqin Xian Muhammad Zeshan Afzal D. Stricker Luc Van Gool F. Tombari VLM 22 51 0 05 Dec 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 17 211 0 21 Nov 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 11 0 0 27 Oct 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 26 66 0 13 Oct 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 15 37 0 21 Sep 2022
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 119 212 0 07 Sep 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie A. Deshpande Karthik Narasimhan VLM 23 2 0 26 Feb 2022
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings Wei Yin Yifan Liu Chunhua Shen Baichuan Sun A. Hengel VLM 14 11 0 04 Feb 2022
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 160 841 0 17 May 2016