SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?
Fuente:
arXiv
Saved in:
| Main Authors: | Hammoud, Hasan Abed Al Kader, Itani, Hani, Pizzati, Fabio, Torr, Philip, Bibi, Adel, Ghanem, Bernard |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DiffCLIP: Differential Attention Meets CLIP
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
On Pretraining Data Diversity for Self-Supervised Learning
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2024)
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2024)
Unforgotten Safety: Preserving Safety Alignment of Large Language Models with Continual Learning
by: Alssum, Lama, et al.
Published: (2025)
by: Alssum, Lama, et al.
Published: (2025)
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
Role-SynthCLIP: A Role Play Driven Diverse Synthetic Data Approach
by: Huangfu, Yuanxiang, et al.
Published: (2025)
by: Huangfu, Yuanxiang, et al.
Published: (2025)
$β$-CLIP: Text-Conditioned Contrastive Learning for Multi-Granular Vision-Language Alignment
by: Zohra, Fatimah, et al.
Published: (2025)
by: Zohra, Fatimah, et al.
Published: (2025)
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2024)
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2024)
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
by: Alssum, Lama, et al.
Published: (2025)
by: Alssum, Lama, et al.
Published: (2025)
From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web
by: Prabhu, Ameya, et al.
Published: (2023)
by: Prabhu, Ameya, et al.
Published: (2023)
MatchDiffusion: Training-free Generation of Match-cuts
by: Pardo, Alejandro, et al.
Published: (2024)
by: Pardo, Alejandro, et al.
Published: (2024)
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation
by: Zhang, Wenxuan, et al.
Published: (2024)
by: Zhang, Wenxuan, et al.
Published: (2024)
On the Importance of Pretraining Data Alignment for Atomic Property Prediction
by: Ghunaim, Yasir, et al.
Published: (2025)
by: Ghunaim, Yasir, et al.
Published: (2025)
Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic
by: Zbeeb, Mohammad, et al.
Published: (2025)
by: Zbeeb, Mohammad, et al.
Published: (2025)
Train Long, Think Short: Curriculum Learning for Efficient Reasoning
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
by: Sun, Shuyang, et al.
Published: (2023)
by: Sun, Shuyang, et al.
Published: (2023)
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model
by: Held, Jan, et al.
Published: (2024)
by: Held, Jan, et al.
Published: (2024)
Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing
by: Iakovleva, Ekaterina, et al.
Published: (2024)
by: Iakovleva, Ekaterina, et al.
Published: (2024)
FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging
by: Alhamoud, Kumail, et al.
Published: (2024)
by: Alhamoud, Kumail, et al.
Published: (2024)
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration
by: Pérez, Juan C., et al.
Published: (2024)
by: Pérez, Juan C., et al.
Published: (2024)
SimCS: Simulation for Domain Incremental Online Continual Segmentation
by: Alfarra, Motasem, et al.
Published: (2022)
by: Alfarra, Motasem, et al.
Published: (2022)
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
by: Yang, Yibo, et al.
Published: (2024)
by: Yang, Yibo, et al.
Published: (2024)
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies
by: Gui, Zhongrui, et al.
Published: (2024)
by: Gui, Zhongrui, et al.
Published: (2024)
An Embarrassingly Simple Defense Against LLM Abliteration Attacks
by: Shairah, Harethah Abu, et al.
Published: (2025)
by: Shairah, Harethah Abu, et al.
Published: (2025)
Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection
by: Shairah, Harethah Abu, et al.
Published: (2025)
by: Shairah, Harethah Abu, et al.
Published: (2025)
TiC-CLIP: Continual Training of CLIP Models
by: Garg, Saurabh, et al.
Published: (2023)
by: Garg, Saurabh, et al.
Published: (2023)
Video Motion Transfer with Diffusion Transformers
by: Pondaven, Alexander, et al.
Published: (2024)
by: Pondaven, Alexander, et al.
Published: (2024)
CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions
by: Huang, Yuchen, et al.
Published: (2025)
by: Huang, Yuchen, et al.
Published: (2025)
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
by: Patel, Maitreya, et al.
Published: (2024)
by: Patel, Maitreya, et al.
Published: (2024)
LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts
by: Cao, Anh-Quan, et al.
Published: (2024)
by: Cao, Anh-Quan, et al.
Published: (2024)
TAPS: Task Aware Proposal Distributions for Speculative Sampling
by: Zbib, Mohamad, et al.
Published: (2026)
by: Zbib, Mohamad, et al.
Published: (2026)
CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions
by: Liu, Yanqing, et al.
Published: (2024)
by: Liu, Yanqing, et al.
Published: (2024)
Zero-Shot Class Unlearning in CLIP with Synthetic Samples
by: Kravets, A., et al.
Published: (2024)
by: Kravets, A., et al.
Published: (2024)
TNG-CLIP:Training-Time Negation Data Generation for Negation Awareness of CLIP
by: Cai, Yuliang, et al.
Published: (2025)
by: Cai, Yuliang, et al.
Published: (2025)
NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization
by: Wei, Xiyuan, et al.
Published: (2025)
by: Wei, Xiyuan, et al.
Published: (2025)
SuperCLIP: CLIP with Simple Classification Supervision
by: Zhao, Weiheng, et al.
Published: (2025)
by: Zhao, Weiheng, et al.
Published: (2025)
VeCLIP: Improving CLIP Training via Visual-enriched Captions
by: Lai, Zhengfeng, et al.
Published: (2023)
by: Lai, Zhengfeng, et al.
Published: (2023)
Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners
by: Liu, Mushui, et al.
Published: (2024)
by: Liu, Mushui, et al.
Published: (2024)
FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources
by: Wei, Xiyuan, et al.
Published: (2024)
by: Wei, Xiyuan, et al.
Published: (2024)
Long-CLIP: Unlocking the Long-Text Capability of CLIP
by: Zhang, Beichen, et al.
Published: (2024)
by: Zhang, Beichen, et al.
Published: (2024)
Similar Items
-
DiffCLIP: Differential Attention Meets CLIP
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025) -
On Pretraining Data Diversity for Self-Supervised Learning
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2024) -
Unforgotten Safety: Preserving Safety Alignment of Large Language Models with Continual Learning
by: Alssum, Lama, et al.
Published: (2025) -
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025) -
Role-SynthCLIP: A Role Play Driven Diverse Synthetic Data Approach
by: Huangfu, Yuanxiang, et al.
Published: (2025)