Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
Fuente:
arXiv
Saved in:
| Main Authors: | He, Lingfeng, Cheng, De, Xu, Di, Wang, Huaijie, Wang, Nannan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning
by: He, Lingfeng, et al.
Published: (2026)
by: He, Lingfeng, et al.
Published: (2026)
CKAA: Cross-subspace Knowledge Alignment and Aggregation for Robust Continual Learning
by: He, Lingfeng, et al.
Published: (2025)
by: He, Lingfeng, et al.
Published: (2025)
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning
by: Wang, Huaijie, et al.
Published: (2025)
by: Wang, Huaijie, et al.
Published: (2025)
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID
by: Cheng, De, et al.
Published: (2025)
by: Cheng, De, et al.
Published: (2025)
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
by: Wang, Huaijie, et al.
Published: (2025)
by: Wang, Huaijie, et al.
Published: (2025)
Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement
by: Cheng, De, et al.
Published: (2023)
by: Cheng, De, et al.
Published: (2023)
Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning
by: Cheng, De, et al.
Published: (2024)
by: Cheng, De, et al.
Published: (2024)
Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID
by: He, Lingfeng, et al.
Published: (2024)
by: He, Lingfeng, et al.
Published: (2024)
Probing CLIP's Comprehension of 360-Degree Textual and Visual Semantics
by: Wang, Hai, et al.
Published: (2026)
by: Wang, Hai, et al.
Published: (2026)
Hierarchical Identity Learning for Unsupervised Visible-Infrared Person Re-Identification
by: Shi, Haonan, et al.
Published: (2025)
by: Shi, Haonan, et al.
Published: (2025)
TeSG: Textual Semantic Guidance for Infrared and Visible Image Fusion
by: Zhu, Mingrui, et al.
Published: (2025)
by: Zhu, Mingrui, et al.
Published: (2025)
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors
by: Lu, Haodong, et al.
Published: (2025)
by: Lu, Haodong, et al.
Published: (2025)
Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID
by: Cheng, De, et al.
Published: (2023)
by: Cheng, De, et al.
Published: (2023)
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting
by: Yu, Qinkai, et al.
Published: (2024)
by: Yu, Qinkai, et al.
Published: (2024)
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
by: Wang, Jingyun, et al.
Published: (2024)
by: Wang, Jingyun, et al.
Published: (2024)
FairCLIP: Harnessing Fairness in Vision-Language Learning
by: Luo, Yan, et al.
Published: (2024)
by: Luo, Yan, et al.
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)
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP
by: Zhao, Chenyang, et al.
Published: (2025)
by: Zhao, Chenyang, et al.
Published: (2025)
CLIP-SENet: CLIP-based Semantic Enhancement Network for Vehicle Re-identification
by: Lu, Liping, et al.
Published: (2025)
by: Lu, Liping, et al.
Published: (2025)
Can Textual Semantics Mitigate Sounding Object Segmentation Preference?
by: Wang, Yaoting, et al.
Published: (2024)
by: Wang, Yaoting, et al.
Published: (2024)
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors
by: Dong, Shiyin, et al.
Published: (2024)
by: Dong, Shiyin, et al.
Published: (2024)
Knowledge-Base based Semantic Image Transmission Using CLIP
by: Li, Chongyang, et al.
Published: (2025)
by: Li, Chongyang, et al.
Published: (2025)
Rethinking Visual Content Refinement in Low-Shot CLIP Adaptation
by: Lu, Jinda, et al.
Published: (2024)
by: Lu, Jinda, et al.
Published: (2024)
CalibCLIP: Contextual Calibration of Dominant Semantics for Text-Driven Image Retrieval
by: Kang, Bin, et al.
Published: (2025)
by: Kang, Bin, et al.
Published: (2025)
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025
by: He, Jing, et al.
Published: (2025)
by: He, Jing, et al.
Published: (2025)
Visual Prompt Tuning in Null Space for Continual Learning
by: Lu, Yue, et al.
Published: (2024)
by: Lu, Yue, et al.
Published: (2024)
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization
by: Wang, Yingfan, et al.
Published: (2024)
by: Wang, Yingfan, et al.
Published: (2024)
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP
by: Yang, Tianyu, et al.
Published: (2024)
by: Yang, Tianyu, et al.
Published: (2024)
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure
by: Cheng, De, et al.
Published: (2024)
by: Cheng, De, et al.
Published: (2024)
AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning
by: Wang, Runqi, et al.
Published: (2023)
by: Wang, Runqi, et al.
Published: (2023)
StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling
by: Yang, Yuanlin, et al.
Published: (2025)
by: Yang, Yuanlin, et al.
Published: (2025)
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification
by: Abdelfattah, Rabab, et al.
Published: (2023)
by: Abdelfattah, Rabab, et al.
Published: (2023)
FG-CLIP: Fine-Grained Visual and Textual Alignment
by: Xie, Chunyu, et al.
Published: (2025)
by: Xie, Chunyu, et al.
Published: (2025)
Boosting Active Learning with Knowledge Transfer
by: Wang, Tianyang, et al.
Published: (2025)
by: Wang, Tianyang, et al.
Published: (2025)
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
by: Zhou, Qiongyi, et al.
Published: (2024)
by: Zhou, Qiongyi, et al.
Published: (2024)
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement
by: Morawski, Igor, et al.
Published: (2024)
by: Morawski, Igor, et al.
Published: (2024)
Distilling Textual Priors from LLM to Efficient Image Fusion
by: Zhang, Ran, et al.
Published: (2025)
by: Zhang, Ran, et al.
Published: (2025)
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation
by: Wang, Jin, et al.
Published: (2024)
by: Wang, Jin, et al.
Published: (2024)
Adaptive Prompt Learning with Negative Textual Semantics and Uncertainty Modeling for Universal Multi-Source Domain Adaptation
by: Yang, Yuxiang, et al.
Published: (2024)
by: Yang, Yuxiang, et al.
Published: (2024)
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
by: Wang, Jiyuan, et al.
Published: (2025)
by: Wang, Jiyuan, et al.
Published: (2025)
Similar Items
-
Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning
by: He, Lingfeng, et al.
Published: (2026) -
CKAA: Cross-subspace Knowledge Alignment and Aggregation for Robust Continual Learning
by: He, Lingfeng, et al.
Published: (2025) -
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning
by: Wang, Huaijie, et al.
Published: (2025) -
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID
by: Cheng, De, et al.
Published: (2025) -
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
by: Wang, Huaijie, et al.
Published: (2025)