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Workshop
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Benchmarking Robustness under Distribution Shift of Multimodal Image-Text Models Jielin Qiu · Yi Zhu · Xingjian Shi · Zhiqiang Tang · DING ZHAO · Bo Li · Mu Li |
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Poster
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Thu 14:00 |
Patching open-vocabulary models by interpolating weights Gabriel Ilharco · Mitchell Wortsman · Samir Yitzhak Gadre · Shuran Song · Hannaneh Hajishirzi · Simon Kornblith · Ali Farhadi · Ludwig Schmidt |
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Poster
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Tue 9:00 |
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP Thao Nguyen · Gabriel Ilharco · Mitchell Wortsman · Sewoong Oh · Ludwig Schmidt |
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Poster
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Wed 14:00 |
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev |
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Poster
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A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval Hao Li · Jingkuan Song · Lianli Gao · Pengpeng Zeng · Haonan Zhang · Gongfu Li |
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Poster
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Tue 14:00 |
Fine-Grained Semantically Aligned Vision-Language Pre-Training Juncheng Li · XIN HE · Longhui Wei · Long Qian · Linchao Zhu · Lingxi Xie · Yueting Zhuang · Qi Tian · Siliang Tang |
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Poster
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Wed 9:00 |
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching Yan Huang · Yuming Wang · Yunan Zeng · Liang Wang |
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Workshop
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Making Text-to-Image Diffusion Models Zero-Shot Image-to-Image Editors by Inferring "Random Seeds" Chen Henry Wu · Fernando D De la Torre |
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Workshop
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Personalizing Text-to-Image Generation via Aesthetic Gradients Victor Gallego |
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Workshop
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Sat 12:10 |
Best Prompts for Text-to-Image Models and How to Find Them Nikita Pavlichenko · Fedor Zhdanov · Dmitry Ustalov |
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Workshop
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Language Does More Than Describe: On The Lack Of Figurative Speech in Text-To-Image Models Ricardo Kleinlein · Cristina Luna-Jiménez · Fernando Fernández-Martínez |
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Workshop
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Fri 12:00 |
Paper Spotlight: Personalizing Text-to-Image Generation via Aesthetic Gradients Victor Gallego |