MEDiC: Multi-objective Exploration of Distillation from CLIP
Fuente:
arXiv
Saved in:
| Main Authors: | Georgiou, Konstantinos, Tang, Maofeng, Qi, Hairong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing
by: Tang, Maofeng, et al.
Published: (2024)
by: Tang, Maofeng, et al.
Published: (2024)
Looking into a Pixel by Nonlinear Unmixing -- A Generative Approach
by: Tang, Maofeng, et al.
Published: (2026)
by: Tang, Maofeng, et al.
Published: (2026)
CLIP-RD: Relative Distillation for Efficient CLIP Knowledge Distillation
by: Chung, Jeannie, et al.
Published: (2026)
by: Chung, Jeannie, et al.
Published: (2026)
CLIP-KD: An Empirical Study of CLIP Model Distillation
by: Yang, Chuanguang, et al.
Published: (2023)
by: Yang, Chuanguang, et al.
Published: (2023)
Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP-$\mathrm{M^2}$DF)
by: Guo, Fei, et al.
Published: (2024)
by: Guo, Fei, 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)
MoCLIP: Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation
by: Maldonado, Gabriel, et al.
Published: (2025)
by: Maldonado, Gabriel, et al.
Published: (2025)
Diversifying Counterattacks: Orthogonal Exploration for Robust CLIP Inference
by: Jiang, Chengze, et al.
Published: (2025)
by: Jiang, Chengze, et al.
Published: (2025)
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification
by: Kim, Dongseob, et al.
Published: (2025)
by: Kim, Dongseob, et al.
Published: (2025)
HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion
by: Zhang, Shiyi, et al.
Published: (2025)
by: Zhang, Shiyi, et al.
Published: (2025)
TernaryCLIP: Efficiently Compressing Vision-Language Models with Ternary Weights and Distilled Knowledge
by: Zhang, Shu-Hao, et al.
Published: (2025)
by: Zhang, Shu-Hao, et al.
Published: (2025)
Multi-perspective Contrastive Logit Distillation
by: Wang, Qi, et al.
Published: (2024)
by: Wang, Qi, et al.
Published: (2024)
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation
by: Zhang, Dengke, et al.
Published: (2024)
by: Zhang, Dengke, et al.
Published: (2024)
Enhancing MLLM Spatial Understanding via Active 3D Scene Exploration for Multi-Perspective Reasoning
by: Chen, Jiahua, et al.
Published: (2026)
by: Chen, Jiahua, et al.
Published: (2026)
CLIP-AGIQA: Boosting the Performance of AI-Generated Image Quality Assessment with CLIP
by: Tang, Zhenchen, et al.
Published: (2024)
by: Tang, Zhenchen, et al.
Published: (2024)
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification
by: Zhao, Huazhong, et al.
Published: (2024)
by: Zhao, Huazhong, et al.
Published: (2024)
Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation
by: Csizmadia, Daniel, et al.
Published: (2025)
by: Csizmadia, Daniel, et al.
Published: (2025)
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
by: Basu, Samyadeep, et al.
Published: (2023)
by: Basu, Samyadeep, et al.
Published: (2023)
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation
by: Zhong, Xinhao, et al.
Published: (2024)
by: Zhong, Xinhao, et al.
Published: (2024)
HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion
by: Zhang, Shiyi, et al.
Published: (2025)
by: Zhang, Shiyi, et al.
Published: (2025)
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)
MV-CLIP: Multi-View CLIP for Zero-shot 3D Shape Recognition
by: Song, Dan, et al.
Published: (2023)
by: Song, Dan, et al.
Published: (2023)
Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP
by: Niss, Laura, et al.
Published: (2024)
by: Niss, Laura, et al.
Published: (2024)
FujiView: Multimodal Late-Fusion for Predicting Scenic Visibility
by: Bible, Bryceton, et al.
Published: (2026)
by: Bible, Bryceton, et al.
Published: (2026)
Distilling Vision Transformers for Distortion-Robust Representation Learning
by: Alexis, Konstantinos, et al.
Published: (2026)
by: Alexis, Konstantinos, et al.
Published: (2026)
Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier
by: Liu, Shuaixin, et al.
Published: (2024)
by: Liu, Shuaixin, et al.
Published: (2024)
CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound Images
by: Sun, Xinjie, et al.
Published: (2024)
by: Sun, Xinjie, et al.
Published: (2024)
CLIP-Map: Structured Matrix Mapping for Parameter-Efficient CLIP Compression
by: Zhang, Kangjie, et al.
Published: (2026)
by: Zhang, Kangjie, et al.
Published: (2026)
Efficiently Disentangling CLIP for Multi-Object Perception
by: Rawlekar, Samyak, et al.
Published: (2025)
by: Rawlekar, Samyak, et al.
Published: (2025)
CLIP Multi-modal Hashing for Multimedia Retrieval
by: Zhu, Jian, et al.
Published: (2024)
by: Zhu, Jian, et al.
Published: (2024)
ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model
by: Chen, Yifan, et al.
Published: (2024)
by: Chen, Yifan, et al.
Published: (2024)
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization
by: Leng, Jixuan, et al.
Published: (2023)
by: Leng, Jixuan, et al.
Published: (2023)
MulCLIP: A Multi-level Alignment Framework for Enhancing Fine-grained Long-context CLIP
by: Truong, Chau, et al.
Published: (2025)
by: Truong, Chau, et al.
Published: (2025)
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection
by: Tan, Chuangchuang, et al.
Published: (2024)
by: Tan, Chuangchuang, et al.
Published: (2024)
DGS-Net: Distillation-Guided Gradient Surgery for CLIP Fine-Tuning in AI-Generated Image Detection
by: Yan, Jiazhen, et al.
Published: (2025)
by: Yan, Jiazhen, et al.
Published: (2025)
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding
by: Shi, Bowen, et al.
Published: (2024)
by: Shi, Bowen, et al.
Published: (2024)
CLIP-Guided Multi-Task Regression for Multi-View Plant Phenotyping
by: Warmers, Simon, et al.
Published: (2026)
by: Warmers, Simon, et al.
Published: (2026)
SuperCLIP: CLIP with Simple Classification Supervision
by: Zhao, Weiheng, et al.
Published: (2025)
by: Zhao, Weiheng, et al.
Published: (2025)
Diffusion Feedback Helps CLIP See Better
by: Wang, Wenxuan, et al.
Published: (2024)
by: Wang, Wenxuan, et al.
Published: (2024)
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
by: Tang, Qi, et al.
Published: (2024)
by: Tang, Qi, et al.
Published: (2024)
Similar Items
-
Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing
by: Tang, Maofeng, et al.
Published: (2024) -
Looking into a Pixel by Nonlinear Unmixing -- A Generative Approach
by: Tang, Maofeng, et al.
Published: (2026) -
CLIP-RD: Relative Distillation for Efficient CLIP Knowledge Distillation
by: Chung, Jeannie, et al.
Published: (2026) -
CLIP-KD: An Empirical Study of CLIP Model Distillation
by: Yang, Chuanguang, et al.
Published: (2023) -
Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP-$\mathrm{M^2}$DF)
by: Guo, Fei, et al.
Published: (2024)