Cover Image

Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sammani, Fawaz, Deligiannis, Nikos
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CLIP-Free, Label Free, Unsupervised Concept Bottleneck Models
by: Sammani, Fawaz, et al.
Published: (2025)

When Negation Is a Geometry Problem in Vision-Language Models
by: Sammani, Fawaz, et al.
Published: (2026)

Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
by: Gorgun, Ada, et al.
Published: (2025)

ReferGPT: Towards Zero-Shot Referring Multi-Object Tracking
by: Chamiti, Tzoulio, et al.
Published: (2025)

Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
by: Li, Yayuan, et al.
Published: (2024)

Online Zero-Shot Classification with CLIP
by: Qian, Qi, et al.
Published: (2024)

CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representation
by: Ali, Muhammad, et al.
Published: (2024)

Interpretable Vision Transformers in Image Classification via SVDA
by: Arampatzakis, Vasileios, et al.
Published: (2026)

MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images
by: Li, Xurui, et al.
Published: (2024)

Scalable Context-Preserving Model-Aware Deep Clustering for Hyperspectral Images
by: Li, Xianlu, et al.
Published: (2025)

TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification
by: Munir, Ans, et al.
Published: (2025)

Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection
by: Zhang, Zhaoxiang, et al.
Published: (2024)

SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP
by: Pang, Li, et al.
Published: (2025)

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation
by: Fang, Qingqing, et al.
Published: (2025)

Multimodal CLIP Inference for Meta-Few-Shot Image Classification
by: Ferragu, Constance, et al.
Published: (2024)

Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion
by: Allgeuer, Philipp, et al.
Published: (2024)

CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification
by: Zhang, Mingkun, et al.
Published: (2025)

Transductive Zero-Shot and Few-Shot CLIP
by: Martin, Ségolène, et al.
Published: (2024)

Making Better Mistakes in CLIP-Based Zero-Shot Classification with Hierarchy-Aware Language Prompts
by: Liang, Tong, et al.
Published: (2025)

Zero-Shot Interpretable Image Steganalysis for Invertible Image Hiding
by: Wang, Hao, et al.
Published: (2026)

Zero-Shot Class Unlearning in CLIP with Synthetic Samples
by: Kravets, A., et al.
Published: (2024)

CLAIR: CLIP-Aided Weakly Supervised Zero-Shot Cross-Domain Image Retrieval
by: Tan, Chor Boon, et al.
Published: (2025)

AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection
by: Cao, Yunkang, et al.
Published: (2024)

CLIP-FSAC++: Few-Shot Anomaly Classification with Anomaly Descriptor Based on CLIP
by: Zuo, Zuo, et al.
Published: (2024)

The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP
by: Yesiltepe, Hidir, et al.
Published: (2024)

Multi-Granularity Mutual Refinement Network for Zero-Shot Learning
by: Wang, Ning, et al.
Published: (2025)

CLIP-IT: CLIP-based Pairing for Histology Images Classification
by: Karimian, Banafsheh, et al.
Published: (2025)

BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining
by: Khoche, Ajinkya, et al.
Published: (2025)

Erasing CLIP Memories: Non-Destructive, Data-Free Zero-Shot class Unlearning in CLIP Models
by: Mishra, Ashish, et al.
Published: (2025)

MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning
by: Wang, Yue, et al.
Published: (2025)

HAC: Parameter-Efficient Hyperbolic Adaptation of CLIP for Zero-Shot VQA
by: Dibitonto, Francesco, et al.
Published: (2026)

Will It Zero-Shot?: Predicting Zero-Shot Classification Performance For Arbitrary Queries
by: Robbins, Kevin, et al.
Published: (2026)

MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation with Mutual Scoring of Unlabeled Samples
by: Li, Xurui, et al.
Published: (2025)

KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration
by: Li, Chengyuan, et al.
Published: (2025)

FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
by: Dehdashtian, Sepehr, et al.
Published: (2024)

UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation
by: Zhou, Yue, et al.
Published: (2025)

MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification
by: Qu, Xiangyan, et al.
Published: (2025)

FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance
by: Zhuang, Jiedong, et al.
Published: (2024)

Enhancing Zero-Shot Anomaly Detection: CLIP-SAM Collaboration with Cascaded Prompts
by: Hou, Yanning, et al.
Published: (2025)

GATA2Floor: Graph attention for floor counting in street-view facades
by: Le, Ngoc Tan, et al.
Published: (2026)