Cover Image

Hierarchically Robust Zero-shot Vision-language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dong, Junhao, Zhang, Yifei, Zhu, Hao, Ong, Yew-Soon, Koniusz, Piotr
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Possibilistic Predictive Uncertainty for Deep Learning
by: Ni, Yao, et al.
Published: (2026)

ICED: Concept-level Machine Unlearning via Interpretable Concept Decomposition
by: Lin, Shen, et al.
Published: (2026)

Feature Hallucination for Self-supervised Action Recognition
by: Wang, Lei, et al.
Published: (2025)

SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search
by: Zhou, Yuyang, et al.
Published: (2025)

Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training
by: Dong, Junhao, et al.
Published: (2024)

Video Understanding by Design: How Datasets Shape Architectures and Insights
by: Wang, Lei, et al.
Published: (2025)

Pre-training with Random Orthogonal Projection Image Modeling
by: Haghighat, Maryam, et al.
Published: (2023)

Uncertainty-DTW for Sequences and Visual Tokens
by: Wang, Lei, et al.
Published: (2026)

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
by: Xie, Jiahao, et al.
Published: (2023)

Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
by: Ding, Dexuan, et al.
Published: (2024)

MMT-ARD: Multimodal Multi-Teacher Adversarial Distillation for Robust Vision-Language Models
by: Li, Yuqi, et al.
Published: (2025)

Subspace Kernel Learning on Tensor Sequences
by: Wang, Lei, et al.
Published: (2026)

Motion meets Attention: Video Motion Prompts
by: Chen, Qixiang, et al.
Published: (2024)

Graph Your Own Prompt
by: Ding, Xi, et al.
Published: (2025)

Learning Time in Static Classifiers
by: Ding, Xi, et al.
Published: (2025)

Adaptive Multi-head Contrastive Learning
by: Wang, Lei, et al.
Published: (2023)

Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model
by: Wong, Melvin, et al.
Published: (2024)

Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment
by: Wang, Lei, et al.
Published: (2024)

Zero-shot Concept Bottleneck Models
by: Yamaguchi, Shin'ya, et al.
Published: (2025)

Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
by: Ming, Yifei, et al.
Published: (2024)

IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers
by: Yang, Chenglin, et al.
Published: (2023)

Self-Evolving Spatial Reasoning in Vision Language Models via Geometric Logic Consistency
by: Liu, Junming, et al.
Published: (2026)

SIDA: Synthetic Image Driven Zero-shot Domain Adaptation
by: Kim, Ye-Chan, et al.
Published: (2025)

Noise Consistency Regularization for Improved Subject-Driven Image Synthesis
by: Ni, Yao, et al.
Published: (2025)

LLM2TEA: An Agentic AI Designer for Discovery with Generative Evolutionary Multitasking
by: Wong, Melvin, et al.
Published: (2024)

Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs
by: Mirza, M. Jehanzeb, et al.
Published: (2024)

Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models
by: Salman, Shaeke, et al.
Published: (2024)

Agentic Spatio-Temporal Grounding via Collaborative Reasoning
by: Zhao, Heng, et al.
Published: (2026)

Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers
by: Stanić, Aleksandar, et al.
Published: (2024)

Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
by: Jeong, Hyeonho, et al.
Published: (2023)

CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization
by: Ni, Yao, et al.
Published: (2024)

Prompt Evolution for Generative AI: A Classifier-Guided Approach
by: Wong, Melvin, et al.
Published: (2023)

SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction
by: Towle, Benjamin, et al.
Published: (2024)

Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation
by: Mistretta, Marco, et al.
Published: (2024)

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection
by: Zhu, Jiawen, et al.
Published: (2024)

To Trust Or Not To Trust Your Vision-Language Model's Prediction
by: Dong, Hao, et al.
Published: (2025)

Language-Driven Anchors for Zero-Shot Adversarial Robustness
by: Li, Xiao, et al.
Published: (2023)

Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
by: Schlarmann, Christian, et al.
Published: (2024)

Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs
by: Hong, Yunqi, et al.
Published: (2025)

VaPR -- Vision-language Preference alignment for Reasoning
by: Wadhawan, Rohan, et al.
Published: (2025)