Copertina

Mind the Way You Select Negative Texts: Pursuing the Distance Consistency in OOD Detection with VLMs

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Xu, Zhikang, Xu, Qianqian, Wang, Zitai, Hua, Cong, Li, Sicong, Yang, Zhiyong, Huang, Qingming
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

DirMixE: Harnessing Test Agnostic Long-tail Recognition with Hierarchical Label Vartiations
di: Yang, Zhiyong, et al.
Pubblicazione: (2024)

A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization
di: Wang, Zitai, et al.
Pubblicazione: (2023)

Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification
di: Lu, Zhiguang, et al.
Pubblicazione: (2024)

Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
di: Meng, Benyuan, et al.
Pubblicazione: (2024)

Dual-Stage Reweighted MoE for Long-Tailed Egocentric Mistake Detection
di: Han, Boyu, et al.
Pubblicazione: (2025)

ReconBoost: Boosting Can Achieve Modality Reconcilement
di: Hua, Cong, et al.
Pubblicazione: (2024)

Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification
di: Wang, Zitai, et al.
Pubblicazione: (2024)

Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
di: Meng, Benyuan, et al.
Pubblicazione: (2024)

Making Training-Free Diffusion Segmentors Scale with the Generative Power
di: Meng, Benyuan, et al.
Pubblicazione: (2026)

Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
di: Li, Feiran, et al.
Pubblicazione: (2024)

EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion
di: Sun, Yuchen, et al.
Pubblicazione: (2024)

BlackMirror: Black-Box Backdoor Detection for Text-to-Image Models via Instruction-Response Deviation
di: Li, Feiran, et al.
Pubblicazione: (2026)

ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$-$β$-Divergence
di: Wang, Guanghui, et al.
Pubblicazione: (2025)

One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
di: Li, Feiran, et al.
Pubblicazione: (2025)

LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders
di: Han, Boyu, et al.
Pubblicazione: (2025)

Understanding-Enhanced Model Collaboration for Long-Tailed Egocentric Mistake Detection
di: Han, Boyu, et al.
Pubblicazione: (2026)

Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation
di: Feng, Difu, et al.
Pubblicazione: (2025)

OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning
di: Hua, Cong, et al.
Pubblicazione: (2025)

Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation
di: Li, Feiran, et al.
Pubblicazione: (2025)

Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection
di: Yu, Zhipeng, et al.
Pubblicazione: (2025)

TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection
di: Yang, Yifeng, et al.
Pubblicazione: (2026)

Towards Size-invariant Salient Object Detection: A Generic Evaluation and Optimization Approach
di: Bao, Shilong, et al.
Pubblicazione: (2025)

Semantic Concentration for Self-Supervised Dense Representations Learning
di: Wen, Peisong, et al.
Pubblicazione: (2025)

Self-supervised Representation Learning with Local Aggregation for Image-based Profiling
di: Dai, Siran, et al.
Pubblicazione: (2025)

Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval
di: Liu, Yang, et al.
Pubblicazione: (2024)

Exploring Structural Degradation in Dense Representations for Self-supervised Learning
di: Dai, Siran, et al.
Pubblicazione: (2025)

When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
di: Liu, Yang, et al.
Pubblicazione: (2025)

Closing the Approximation Gap of Partial AUC Optimization: A Tale of Two Formulations
di: Jiang, Yangbangyan, et al.
Pubblicazione: (2025)

Regularized Contrastive Partial Multi-view Outlier Detection
di: Wang, Yijia, et al.
Pubblicazione: (2024)

Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
di: Li, Sicong, et al.
Pubblicazione: (2025)

Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation
di: Han, Boyu, et al.
Pubblicazione: (2026)

AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
di: Han, Boyu, et al.
Pubblicazione: (2024)

SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models
di: Zou, Shu, et al.
Pubblicazione: (2025)

HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models
di: Lu, Zhiguang, et al.
Pubblicazione: (2025)

Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain
di: Pei, Gaozheng, et al.
Pubblicazione: (2025)

From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning
di: Liu, Yang, et al.
Pubblicazione: (2026)

Negative Label Guided OOD Detection with Pretrained Vision-Language Models
di: Jiang, Xue, et al.
Pubblicazione: (2024)

A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement
di: Pei, Gaozheng, et al.
Pubblicazione: (2025)

NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection
di: Ansari, Amirhossein, et al.
Pubblicazione: (2025)

Optimizing Partial Area Under the Top-k Curve: Theory and Practice
di: Wang, Zitai, et al.
Pubblicazione: (2022)