Paper

  • DataComp-LM: In search of the next generation of training sets for language models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataComp-LM: In search of the next generation of training sets for language models

    Amro Abbas, Alon Albalak, Kushal Arora, Hritik Bansal, Yonatan Bitton, Yair Carmon, Khyathi Chandu, Mayee Chen, Giannis Daras, Achal Dave, Alexandros Dimakis, Alaaeldin El-Nouby, Fartash Faghri, Alex Fang, Samir Gadre, Josh Gardner, et al. p14200-14282 from Advances in Neural Information Processing Systems 37
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  • DataComp: In search of the next generation of multimodal datasets

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataComp: In search of the next generation of multimodal datasets

    Romain Beaumont, Yonatan Bitton, Yair Carmon, Mehdi Cherti, Giannis Daras, Alex Dimakis, Rahim Entezari, Alex Fang, Ali Farhadi, Samir Yitzhak Gadre, Dhruba Ghosh, Hannaneh Hajishirzi, Jonathan Hayase, Gabriel Ilharco, Jenia Jitsev, et al. p27092-27112 from Advances in Neural Information Processing Systems 36
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  • DataMUX: Data Multiplexing for Neural Networks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataMUX: Data Multiplexing for Neural Networks

    Carlos Jimenez, Vishvak Murahari, Karthik Narasimhan, Runzhe Yang p17515-17527 from Advances in Neural Information Processing Systems 35
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  • DataPerf: Benchmarks for Data-Centric AI Development

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataPerf: Benchmarks for Data-Centric AI Development

    Bilge Acun, Newsha Ardalani, Lora Aroyo, Colby Banbury, Max Bartolo, Lingjiao Chen, Juan Ciro, Cody Coleman, Will Cukierski, Greg Diamos, Sudnya Diamos, Evan Sabri Eyuboglu, William Gaviria Rojas, Amirata Ghorbani, Emmett Goodman, Lynn He, et al. p5320-5347 from Advances in Neural Information Processing Systems 36
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  • DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model

    Huizhong Chen, Liang-Chieh Chen, Yin Cui, Golnaz Ghiasi, Xiuye Gu, Jonathan Huang, Weicheng Kuo, Abdullah Rashwan, David Ross, Xuan Yang, Xingyi Zhou p67329-67354 from Advances in Neural Information Processing Systems 36
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  • Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition

    Sahar Abdelnabi, Dragos Albastroiu, Giovanni Cherubin, Niv Cohen, Edoardo Debenedetti, Mario Fritz, Reshmi Ghosh, Victor Klemm, Stefan Kraft, Yuval Lemberg, Chenhao Li, Takahiro Miki, Daniel Paleka, Javier Rando, Ahmed Salem, Robin Schmid, et al. p36914-36937 from Advances in Neural Information Processing Systems 37
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  • Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum

    Jen-Hao Chang, Cem Koc, Chun-Liang Li, Hadi Pouransari, Vaishaal Shankar, Oncel Tuzel, Pavan Vasu p36121-36147 from Advances in Neural Information Processing Systems 37
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  • Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation

    Khoi Nguyen, Quang Nguyen, Anh Tran, Truong Vu p76872-76892 from Advances in Neural Information Processing Systems 36
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  • Dataset Distillation Using Neural Feature Regression

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Dataset Distillation Using Neural Feature Regression

    Jimmy Ba, Ehsan Nezhadarya, Yongchao Zhou p9813-9827 from Advances in Neural Information Processing Systems 35
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  • Dataset Distillation Via Factorization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Dataset Distillation Via Factorization

    Songhua Liu, Kai Wang, Xinchao Wang, Xingyi Yang, Jingwen Ye p1100-1113 from Advances in Neural Information Processing Systems 35
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  • Dataset Inference for Self-Supervised Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Dataset Inference for Self-Supervised Models

    Franziska Boenisch, Yannis Cattan, Nikita Dhawan, Haonan Duan, Adam Dziedzic, Jonas Guan, Muhammad Ahmad Kaleem, Nicolas Papernot p12058-12070 from Advances in Neural Information Processing Systems 35
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  • DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models

    Hao Chen, Yuchao Gu, Yefei He, Chunhua Shen, Mike Zheng Shou, Weijia Wu, Rui Zhao, Yuzhong Zhao, Hong Zhou p54683-54695 from Advances in Neural Information Processing Systems 36
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