Exploring Weak-to-Strong Generalization for CLIP-based Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Jinhao, Erfani, Sarah M., Feng, Lei, Bailey, James, Liu, Feng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Semantic-aware Adversarial Fine-tuning for CLIP
by: Zhang, Jiacheng, et al.
Published: (2026)
by: Zhang, Jiacheng, et al.
Published: (2026)
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
by: Li, Jinhao, et al.
Published: (2024)
by: Li, Jinhao, et al.
Published: (2024)
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
by: Huang, Hanxun, et al.
Published: (2025)
by: Huang, Hanxun, et al.
Published: (2025)
SuperCLIP: CLIP with Simple Classification Supervision
by: Zhao, Weiheng, et al.
Published: (2025)
by: Zhao, Weiheng, et al.
Published: (2025)
Detecting Backdoor Samples in Contrastive Language Image Pretraining
by: Huang, Hanxun, et al.
Published: (2025)
by: Huang, Hanxun, et al.
Published: (2025)
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
by: Zhang, Bingfeng, et al.
Published: (2024)
by: Zhang, Bingfeng, et al.
Published: (2024)
WP-CLIP: Leveraging CLIP to Predict Wölfflin's Principles in Visual Art
by: Ghildyal, Abhijay, et al.
Published: (2025)
by: Ghildyal, Abhijay, et al.
Published: (2025)
Reasoning Like Experts: Leveraging Multimodal Large Language Models for Drawing-based Psychoanalysis
by: Ma, Xueqi, et al.
Published: (2025)
by: Ma, Xueqi, et al.
Published: (2025)
Rethinking Domain Adaptation and Generalization in the Era of CLIP
by: Feng, Ruoyu, et al.
Published: (2024)
by: Feng, Ruoyu, et al.
Published: (2024)
CLIP-IT: CLIP-based Pairing for Histology Images Classification
by: Karimian, Banafsheh, et al.
Published: (2025)
by: Karimian, Banafsheh, et al.
Published: (2025)
TRACER: Persistent Regularization for Robust Multimodal Finetuning
by: Asadollahzadeh, Hesam, et al.
Published: (2026)
by: Asadollahzadeh, Hesam, et al.
Published: (2026)
Improving Diffusion Generalization with Weak-to-Strong Segmented Guidance
by: Yuan, Liangyu, et al.
Published: (2026)
by: Yuan, Liangyu, et al.
Published: (2026)
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts
by: Cai, Chengyi, et al.
Published: (2025)
by: Cai, Chengyi, et al.
Published: (2025)
Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP
by: Zhang, Zeliang, et al.
Published: (2024)
by: Zhang, Zeliang, et al.
Published: (2024)
SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation
by: Bi, Xiuli, et al.
Published: (2025)
by: Bi, Xiuli, 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)
by: Li, Yayuan, et al.
Published: (2024)
Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution Detection
by: Udayangani, Nimeshika, et al.
Published: (2025)
by: Udayangani, Nimeshika, et al.
Published: (2025)
CLIPCleaner: Cleaning Noisy Labels with CLIP
by: Feng, Chen, et al.
Published: (2024)
by: Feng, Chen, et al.
Published: (2024)
CLIP-based Point Cloud Classification via Point Cloud to Image Translation
by: Ghose, Shuvozit, et al.
Published: (2024)
by: Ghose, Shuvozit, et al.
Published: (2024)
Multimodal Multilabel Classification by CLIP
by: Guo, Yanming
Published: (2024)
by: Guo, Yanming
Published: (2024)
DiCLIP: Diffusion Model Enhances CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2026)
by: Yang, Zhiwei, et al.
Published: (2026)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
by: Lan, Mengcheng, et al.
Published: (2024)
by: Lan, Mengcheng, et al.
Published: (2024)
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
by: Lan, Mengcheng, et al.
Published: (2024)
by: Lan, Mengcheng, et al.
Published: (2024)
VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling
by: Zhang, Qian, et al.
Published: (2024)
by: Zhang, Qian, et al.
Published: (2024)
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP
by: Pang, Li, et al.
Published: (2025)
by: Pang, Li, et al.
Published: (2025)
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition
by: Alyami, Sarah, et al.
Published: (2025)
by: Alyami, Sarah, et al.
Published: (2025)
Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning
by: Dolatabadi, Hadi M., et al.
Published: (2024)
by: Dolatabadi, Hadi M., et al.
Published: (2024)
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
by: Guo, Jianyuan, et al.
Published: (2024)
by: Guo, Jianyuan, et al.
Published: (2024)
Efficient Neural Implicit Representation for 3D Human Reconstruction
by: Huang, Zexu, et al.
Published: (2024)
by: Huang, Zexu, et al.
Published: (2024)
CLIP-FSAC++: Few-Shot Anomaly Classification with Anomaly Descriptor Based on CLIP
by: Zuo, Zuo, et al.
Published: (2024)
by: Zuo, Zuo, et al.
Published: (2024)
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification
by: Ma, Yiming, et al.
Published: (2024)
by: Ma, Yiming, et al.
Published: (2024)
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination
by: Yang, Kaicheng, et al.
Published: (2024)
by: Yang, Kaicheng, et al.
Published: (2024)
Attention in Space: Functional Roles of VLM Heads for Spatial Reasoning
by: Ma, Xueqi, et al.
Published: (2026)
by: Ma, Xueqi, et al.
Published: (2026)
CLIP-aware Domain-Adaptive Super-Resolution
by: Lu, Zhengyang, et al.
Published: (2025)
by: Lu, Zhengyang, et al.
Published: (2025)
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation
by: Zhu, Lianghui, et al.
Published: (2023)
by: Zhu, Lianghui, et al.
Published: (2023)
M$^3$amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification
by: Cao, Mingxiang, et al.
Published: (2025)
by: Cao, Mingxiang, et al.
Published: (2025)
CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP
by: Xing, Songlong, et al.
Published: (2025)
by: Xing, Songlong, et al.
Published: (2025)
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representation
by: Ali, Muhammad, et al.
Published: (2024)
by: Ali, Muhammad, et al.
Published: (2024)
Weak-to-Strong Knowledge Distillation Accelerates Visual Learning
by: Li, Baiang, et al.
Published: (2026)
by: Li, Baiang, et al.
Published: (2026)
DeCLIP: Decoupled Prompting for CLIP-based Multi-Label Class-Incremental Learning
by: Du, Kaile, et al.
Published: (2025)
by: Du, Kaile, et al.
Published: (2025)
Similar Items
-
Semantic-aware Adversarial Fine-tuning for CLIP
by: Zhang, Jiacheng, et al.
Published: (2026) -
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
by: Li, Jinhao, et al.
Published: (2024) -
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
by: Huang, Hanxun, et al.
Published: (2025) -
SuperCLIP: CLIP with Simple Classification Supervision
by: Zhao, Weiheng, et al.
Published: (2025) -
Detecting Backdoor Samples in Contrastive Language Image Pretraining
by: Huang, Hanxun, et al.
Published: (2025)