Cover Image

Will It Zero-Shot?: Predicting Zero-Shot Classification Performance For Arbitrary Queries

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Robbins, Kevin, Liu, Xiaotong, Wu, Yu, Sun, Le, McPeak, Grady, Stylianou, Abby, Pless, Robert
Format:	Preprint
Published:	2026
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

QuARI: Query Adaptive Retrieval Improvement
by: Xing, Eric, et al.
Published: (2025)

Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping
by: Khanal, Subash, et al.
Published: (2025)

ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval
by: Xing, Eric, et al.
Published: (2025)

good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval
by: Kolouju, Pranavi, et al.
Published: (2025)

Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
by: Liu, Han, et al.
Published: (2024)

CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
by: Lai, Haoran, et al.
Published: (2024)

Text as Any-Modality for Zero-Shot Classification by Consistent Prompt Tuning
by: Wu, Xiangyu, et al.
Published: (2025)

Conformal Prediction for Zero-Shot Models
by: Silva-Rodríguez, Julio, et al.
Published: (2025)

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

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

G-ZAP: A Generalizable Zero-Shot Framework for Arbitrary-Scale Pansharpening
by: Yang, Zhiqi, et al.
Published: (2026)

Q-Align: Alleviating Attention Leakage in Zero-Shot Appearance Transfer via Query-Query Alignment
by: Kim, Namu, et al.
Published: (2025)

Super-class guided Transformer for Zero-Shot Attribute Classification
by: Kim, Sehyung, et al.
Published: (2025)

A Simple and Efficient Baseline for Zero-Shot Generative Classification
by: Qi, Zipeng, et al.
Published: (2024)

Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions
by: Saha, Oindrila, et al.
Published: (2024)

On the Problem of Consistent Anomalies in Zero-Shot Anomaly Detection
by: Le-Gia, Tai
Published: (2025)

ZeroHSI: Zero-Shot 4D Human-Scene Interaction by Video Generation
by: Li, Hongjie, et al.
Published: (2024)

Quick Bypass Mechanism of Zero-Shot Diffusion-Based Image Restoration
by: Tai, Yu-Shan, et al.
Published: (2025)

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

Data-Free Generalized Zero-Shot Learning
by: Tang, Bowen, et al.
Published: (2024)

Distributed Zero-Shot Learning for Visual Recognition
by: Chen, Zhi, et al.
Published: (2025)

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment
by: Gan, Lubin, et al.
Published: (2025)

Evolving, Not Training: Zero-Shot Reasoning Segmentation via Evolutionary Prompting
by: Ye, Kai, et al.
Published: (2025)

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

SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models
by: Hu, Zhanxuan, et al.
Published: (2025)

ZIM: Zero-Shot Image Matting for Anything
by: Kim, Beomyoung, et al.
Published: (2024)

Leveraging Pretrained Diffusion Models for Zero-Shot Part Assembly
by: Zhang, Ruiyuan, et al.
Published: (2025)

Zero Shot Composed Image Retrieval
by: Kakarla, Santhosh, et al.
Published: (2025)

Zero-Shot Scene Change Detection
by: Cho, Kyusik, et al.
Published: (2024)

Zero-Shot Underwater Gesture Recognition
by: Sarma, Sandipan, et al.
Published: (2024)

Zero-Shot Depth from Defocus
by: Zuo, Yiming, et al.
Published: (2026)

On the Problem of Consistent Anomalies in Zero-Shot Industrial Anomaly Detection
by: Le-Gia, Tai, et al.
Published: (2025)

ZeroGrasp: Zero-Shot Shape Reconstruction Enabled Robotic Grasping
by: Iwase, Shun, et al.
Published: (2025)

Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning
by: Pham, Ha-Hieu, et al.
Published: (2026)

Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain
by: Badawi, Maged, et al.
Published: (2024)

Zero-Shot Video Translation via Token Warping
by: Zhu, Haiming, et al.
Published: (2024)

ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image
by: Sargent, Kyle, et al.
Published: (2023)

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

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
by: Jiang, Yankai, et al.
Published: (2023)

ZeroReg: Zero-Shot Point Cloud Registration with Foundation Models
by: Wang, Weijie, et al.
Published: (2023)