CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

6 February 2023

Papers citing "CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets"

50 / 67 papers shown

Title
Compositional Caching for Training-free Open-vocabulary Attribute Detection Marco Garosi Alessandro Conti Gaowen Liu Elisa Ricci Massimiliano Mancini ObjD VLM 50 0 0 24 Mar 2025
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance Hui Liu Wenya Wang Kecheng Chen Jie Liu Yibing Liu Tiexin Qin Peisong He Xinghao Jiang Haoliang Li BDL VLM 78 0 0 20 Mar 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification Xiangyan Qu Gaopeng Gou Jiamin Zhuang Jing Yu Kun Song Qihao Wang Yili Li Gang Xiong VLM 75 0 0 13 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Bo Du OffRL LRM MLLM KELM VLM 63 1 0 06 Mar 2025
Making Better Mistakes in CLIP-Based Zero-Shot Classification with Hierarchy-Aware Language Prompts Tong Liang Jim Davis VLM 91 0 0 04 Mar 2025
SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models Kevin Miller Samarth Mishra Aditya Gangrade Kate Saenko Venkatesh Saligrama VLM 39 0 0 24 Feb 2025
MaxSup: Overcoming Representation Collapse in Label Smoothing Yuxuan Zhou Heng Li Zhi-Qi Cheng Xudong Yan Mario Fritz M. Keuper 38 0 0 18 Feb 2025
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability Zhiyu Zhu Zhibo Jin Jiayu Zhang Nan Yang Jiahao Huang Jianlong Zhou Fang Chen 39 0 0 16 Feb 2025
Tree of Attributes Prompt Learning for Vision-Language Models Tong Ding Wanhua Li Zhongqi Miao Hanspeter Pfister VLM 50 1 0 15 Oct 2024
Hierarchical novel class discovery for single-cell transcriptomic profiles Malek Senoussi Thierry Artières Paul Villoutreix 19 0 0 09 Sep 2024
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization Geuntaek Lim Hyunwoo Kim Joonsoo Kim Yukyung Choi 18 0 0 12 Aug 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 26 3 0 09 Aug 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 32 6 0 11 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 39 7 0 05 Jul 2024
Text-based Transfer Function Design for Semantic Volume Rendering S. Jeong Jixian Li Christopher Johnson Shusen Liu Matthew Berger 15 1 0 21 Jun 2024
Understanding Visual Concepts Across Models Brandon Trabucco Max Gurinas Kyle Doherty Ruslan Salakhutdinov VLM 29 0 0 11 Jun 2024
Low-Rank Similarity Mining for Multimodal Dataset Distillation Yue Xu Zhilin Lin Yusong Qiu Cewu Lu Yong-Lu Li DD 36 3 0 06 Jun 2024
Scaling Up Deep Clustering Methods Beyond ImageNet-1K Nikolas Adaloglou Félix D. P. Michels Kaspar Senft Diana Petrusheva M. Kollmann 33 1 0 03 Jun 2024
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection Mingxuan Liu Tyler L. Hayes Elisa Ricci G. Csurka Riccardo Volpi ObjD 43 1 0 16 May 2024
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? Maxime Zanella Ismail Ben Ayed VLM MLLM 30 22 0 03 May 2024
Multi-method Integration with Confidence-based Weighting for Zero-shot Image Classification Siqi Yin Lifan Jiang 19 0 0 03 May 2024
Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class Mazda Moayeri Michael G. Rabbat Mark Ibrahim Diane Bouchacourt VLM 41 1 0 25 Apr 2024
Seeing Beyond Classes: Zero-Shot Grounded Situation Recognition via Language Explainer Jiaming Lei Lin Li Chunping Wang Jun Xiao Long Chen 29 4 0 24 Apr 2024
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models David Kurzendörfer Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata VLM CLIP 14 2 0 09 Apr 2024
Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection Ting Lei Shaofeng Yin Yang Liu VLM 25 9 0 09 Apr 2024
Physical Property Understanding from Language-Embedded Feature Fields Albert J. Zhai Yuan Shen Emily Y. Chen Gloria X. Wang Xinlei Wang Sheng Wang Kaiyu Guan Shenlong Wang 33 13 0 05 Apr 2024
Label Propagation for Zero-shot Classification with Vision-Language Models Vladan Stojnić Yannis Kalantidis Giorgos Tolias VLM 22 8 0 05 Apr 2024
Training-Free Semantic Segmentation via LLM-Supervision Wenfang Sun Yingjun Du Gaowen Liu Ramana Rao Kompella Cees G. M. Snoek VLM 32 2 0 31 Mar 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 26 40 0 31 Mar 2024
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models Yabin Zhang Wen-Qing Zhu Hui Tang Zhiyuan Ma Kaiyang Zhou Lei Zhang VLM 29 21 0 26 Mar 2024
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions Reza Esfandiarpoor Cristina Menghini Stephen H. Bach CoGe VLM 24 8 0 25 Mar 2024
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery Haiyang Zheng Nan Pu Wenjing Li N. Sebe Zhun Zhong 33 7 0 12 Mar 2024
Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification Delfina Sol Martinez Pandiani Nicolas Lazzari Valentina Presutti ViT 21 1 0 29 Feb 2024
Any-Shift Prompting for Generalization over Distributions Zehao Xiao Jiayi Shen Mohammad Mahdi Derakhshani Shengcai Liao Cees G. M. Snoek OOD VPVLM VLM 32 8 0 15 Feb 2024
An Empirical Study Into What Matters for Calibrating Vision-Language Models Weijie Tu Weijian Deng Dylan Campbell Stephen Gould Tom Gedeon VLM 33 7 0 12 Feb 2024
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap Christopher Liao Christian So Theodoros Tsiligkaridis Brian Kulis 21 0 0 06 Feb 2024
CLIP-Driven Semantic Discovery Network for Visible-Infrared Person Re-Identification Xiaoyan Yu Neng Dong Liehuang Zhu Hao Peng Dapeng Tao 19 6 0 11 Jan 2024
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions Oindrila Saha Grant Van Horn Subhransu Maji VLM 26 20 0 04 Jan 2024
MV-CLIP: Multi-View CLIP for Zero-shot 3D Shape Recognition Dan Song Xinwei Fu Weizhi Nie Wenhui Li Lanjun Wang You Yang Anan Liu VLM 16 6 0 30 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 37 9 0 23 Nov 2023
Compositional Zero-shot Learning via Progressive Language-based Observations Lin Li Guikun Chen Jun Xiao Long Chen 19 7 0 23 Nov 2023
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Christopher Liao Theodoros Tsiligkaridis Brian Kulis OODD 31 5 0 21 Nov 2023
LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions Songhao Han Le Zhuo Yue Liao Si Liu VLM 19 13 0 20 Nov 2023
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification Reza Esfandiarpoor Stephen H. Bach VLM 16 13 0 10 Nov 2023
ChatGPT-Powered Hierarchical Comparisons for Image Classification Zhiyuan Ren Yiyang Su Xiaoming Liu VLM 40 21 0 01 Nov 2023
Videoprompter: an ensemble of foundational models for zero-shot video understanding Adeel Yousaf Muzammal Naseer Salman Khan Fahad Shahbaz Khan Mubarak Shah VLM 16 2 0 23 Oct 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
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss R. S. Srinivasa Jaejin Cho Chouchang Yang Yashas Malur Saidutta Ching Hua Lee Yilin Shen Hongxia Jin VLM 16 8 0 26 Sep 2023
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 26 18 0 08 Sep 2023
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation Chaofan Ma Yu-Hao Yang Chen Ju Fei Zhang Ya-Qin Zhang Yanfeng Wang VLM 30 17 0 31 Aug 2023