DataComp: In search of the next generation of multimodal datasets

Cited by (125)

Items 101–125 of 125

  1. Task Specification and Generalization in Multi-Task Reinforcement Learning
    Théo Cachet · 2025 · theses.fr (ABES)
  2. Multi-modal Identity Extraction
    Ryan Webster, Teddy Furon · 2025 · IEEE/CVF International Conference on Computer Vision (ICCV)
  3. Evaluating Text-to-Image and Text-to-Video Synthesis with a Conditional Fréchet Distance
    Jaywon Koo, Jefferson Hernandez, Moayed Haji-Ali, Ziyan Yang, Vicente Ordóñez · 2026 · IEEE Winter Conference on Applications of Computer Vision
  4. WinTok: A Win-Win Hybrid Tokenizer via Decomposing Visual Understanding and Generation with Transferable Tokens
    Yiwei Guo, Shaobin Zhuang, Zhipeng Huang, Canmiao Fu, Chen Li, Jing Lyu, Yali Wang · 2026 · Lecture notes in computer science
  5. Augmenting medical vision-language pretraining via domain-aware retrieval-augmented caption enrichment
    Xiaoyang Wei, Camille Kurtz, Florence Cloppet · 2026 · International Conference on Multimedia Retrieval
  6. ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP
    Sicheng Zhang, Muzammal Naseer, Binzhu Xie, Naufal Suryanto, Shi Qiu, Jamal Bentahar, Naveed Akhtar, M Kabiruzzaman Shah · 2026 · Lecture notes in computer science
  7. Adaptive Triple-Positive Contrastive Learning for Robust Vision-Language Representation
    贾世常, B Liu · 2026 · Lecture notes in computer science
  8. VisSemRender: Scaling Multi-Modal Contexts via Visual Token Compression and Semantic Color Encoding
    Pi Fang, Wenjun Huang, Ziyu Hu, Yong Wu, Yuechen Yin, Nan Zhan, Jialiang Ren, Zhichen He, Rongke Chen · 2026 · Communications in computer and information science
  9. AI Entanglement: Accounting for dependencies in general-purpose AI policy, regulation, and practice
    Rachel S. Hong, Jevan Alexander Hutson, Sarah Huiyi Cen, Jamie Morgenstern, Tadayoshi Kohno · 2026 · SSRN Electronic Journal
  10. A Novel Multimodal Hierarchical Large Language Model for Enhancing Image and Text Sequence Recommendations in Item and User Modeling
    Wen-Long Dong, Tai-Chiu Hsung, Sik‐Ho Tsang, Yulin Zhu, Alan Wai-lun Lo · 2026 · Big Data and Cognitive Computing
  11. What Matters for Grocery Product Retrieval with Open Source Vision Language Models
    Emmanuel G. Maminta, Rowel Atienza · 2026 · Lecture notes in computer science
  12. From Pixels to Purchase: Building and Evaluating a Taxonomy-Decoupled Visual Search Engine for Home Goods E-Commerce
    Cheng Lyu, Jingyue Zhang, Ryan Maunu, Mengwei Li, Vinny DeGenova, Yuanli Pei · 2026 · IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)
  13. REMIX: Adaptive Open-Domain Signal Mixing for Efficient Sensing Data Augmentation
    Denizhan Kara, Tomoyoshi Kimura, Can Hu, Jinyang Li, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Shengzhong Liu, Tarek Abdelzaher · 2026 · International Conference on Computer Communications and Networks (ICCCN)
  14. MedCure: Medical Data Curation for Efficient Vision–Language Pretraining
    Chong Wang, Fengbei Liu, Yuyuan Liu, Yuanhong Chen, Yu Tian, Leyuan Fang · 2026 · IEEE Transactions on Image Processing
  15. TEngineDB-V: An OLAP-Native Vector Search System for Large- k Workloads at Tencent
    Xufei Wu, Pengcheng Zhang, Yitong Song, Xiaobo Zhang, Anqi Liang, Kai Wang, Jijun Du, Yidi Xiong, Guangxu Cheng, Zhe Chen et al. · 2026 · Proceedings of the VLDB Endowment
  16. Architectural Vulnerability Mapping and Ethical Risk Taxonomy in Vision‐Language Models
    Çiğdem Bakır, Ayberk Gezer · 2026 · Journal of Software Evolution and Process
  17. Semantic alignment and multimodal fusion in image-text learning: A coupling-aware survey of methods, challenges, and future directions
    Meng Ran, Yang Wang · 2026 · Array
  18. Aggregating Cross-Domain Knowledge via Learnable Tokens for Multi-teacher Distillation
    Wu Ran, Weijia Zhang, Shuyang Pang, Jingsheng Liu, Xiaohui Zhang, Yichao Yan, Chao Ma · 2026 · Lecture notes in computer science
  19. Perturb and Recover: Fine-Tuning for Effective Backdoor Removal from CLIP
    Naman Deep Singh, Francesco Croce, Matthias Hein · 2026
  20. MART: Mechanism-Disentanglement Anchor-Routed Training for Learning with Open-World Noisy Data
    Changhui Hu, Bhalaji Nagarajan, Ricardo Marques, Petia I. Radeva · 2026
  21. Reasoning, perception, and control with vision language models: A survey of multimodal learning for autonomous vehicles
    Wajahat Akbar, Shuguang Li, Altaf Hussain, Ruzat Ullah, Nazar Waheed, Fahad Algarni, Insaf Ullah, Weiwei Jiang · 2026 · Internet of Things
  22. Training Sample Diagnosis and Type-Specific Repair Based on CLIP Class Support
    Peng Xiao, Hongyu Zou, Bo Wu, Fengyu Yang, Wei Zheng, Xinying Luo · 2026 · SSRN Electronic Journal
  23. OT-Curation: Sub-Trajectory Quality Estimation via State-Action Optimal Transport
    Junjie Xu, Xinyu Zhang · 2026 · International Joint Conference on Neural Networks (IJCNN)
  24. RCDIB: Robust CLIP Distillation via Information Bottleneck
    Zhikui Chen, Yilong Lin, Yuzhe Li, Xingheng Wan, Zhengyang Tang, Meng Liu · 2026 · International Joint Conference on Neural Networks (IJCNN)
  25. Does Spatial Cognition Emerge in Frontier Models?
    Ramakrishnan, Santhosh Kumar, Wijmans, Erik, Kraehenbuehl, Philipp, Koltun, Vladlen · 2024 · arXiv