"multimodal datasets" Papers

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Efficient Multimodal Dataset Distillation via Generative Models

Zhenghao Zhao, Haoxuan Wang, Junyi Wu et al.

NEURIPS 2025arXiv:2509.15472
2
citations

Filter Like You Test: Data-Driven Data Filtering for CLIP Pretraining

Mikey Shechter, Yair Carmon

NEURIPS 2025arXiv:2503.08805
2
citations

HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization

Zitang Zhou, Ke Mei, Yu Lu et al.

CVPR 2025arXiv:2503.01725
7
citations

Robust Cross-modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding

Yanglin Feng, Hongyuan Zhu, Dezhong Peng et al.

NEURIPS 2025

V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning

Hang Hua, Yunlong Tang, Chenliang Xu et al.

AAAI 2025paperarXiv:2404.12353
50
citations

Detecting and Preventing Hallucinations in Large Vision Language Models

Anisha Gunjal, Jihan Yin, Erhan Bas

AAAI 2024paperarXiv:2308.06394
264
citations

Differentially Private Representation Learning via Image Captioning

Tom Sander, Yaodong Yu, Maziar Sanjabi et al.

ICML 2024arXiv:2403.02506
7
citations

Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment

Brian Gordon, Yonatan Bitton, Yonatan Shafir et al.

ECCV 2024arXiv:2312.03766
17
citations

When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset

Yi Zhang, Wang Zeng, Sheng Jin et al.

ECCV 2024arXiv:2407.10125
21
citations