AI研究论文每日精选

每日精选AI研究论文及翻译

MiniCPM-V：您手机上的GPT-4V级MLLM
MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Huarong Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun•Aug 3, 2024•836

语言模型可以在说话的同时倾听。
Language Model Can Listen While Speaking

Ziyang Ma, Yakun Song, Chenpeng Du, Jian Cong, Zhuo Chen, Yuping Wang, Yuxuan Wang, Xie Chen•Aug 5, 2024•426

RAG铸造厂：增强LLM以实现检索增强生成的框架
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation

Daniel Fleischer, Moshe Berchansky, Moshe Wasserblat, Peter Izsak•Aug 5, 2024•382

Lumina-mGPT：利用多模态生成预训练照亮灵活的逼真文本到图像生成
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Dongyang Liu, Shitian Zhao, Le Zhuo, Weifeng Lin, Yu Qiao, Hongsheng Li, Peng Gao•Aug 5, 2024•362

MeshAnything V2：使用相邻网格生成由艺术家创建的网格的标记化
MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization

Yiwen Chen, Yikai Wang, Yihao Luo, Zhengyi Wang, Zilong Chen, Jun Zhu, Chi Zhang, Guosheng Lin•Aug 5, 2024•332

自学评估者
Self-Taught Evaluators

Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li•Aug 5, 2024•304

释放数据海啸的力量：关于语言模型指导调整的数据评估和选择的综合调查
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models

Yulei Qin, Yuncheng Yang, Pengcheng Guo, Gang Li, Hang Shao, Yuchen Shi, Zihan Xu, Yun Gu, Ke Li, Xing Sun•Aug 4, 2024•194

VidGen-1M：用于文本到视频生成的大规模数据集
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation

Zhiyu Tan, Xiaomeng Yang, Luozheng Qin, Hao Li•Aug 5, 2024•154

创造，不要复制！创造性生成的推动能量扩散
ProCreate, Dont Reproduce! Propulsive Energy Diffusion for Creative Generation

Jack Lu, Ryan Teehan, Mengye Ren•Aug 5, 2024•122

BioMamba：一种基于预训练的生物医学语言表示模型，利用Mamba
BioMamba: A Pre-trained Biomedical Language Representation Model Leveraging Mamba

Ling Yue, Sixue Xing, Yingzhou Lu, Tianfan Fu•Aug 5, 2024•112

GPUDrive：基于数据驱动的，每秒100万帧的多智能体驾驶模拟。
GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS

Saman Kazemkhani, Aarav Pandya, Daphne Cornelisse, Brennan Shacklett, Eugene Vinitsky•Aug 2, 2024•102

ExoViP：具有外骨骼模块的逐步验证和探索的组合视觉推理
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning

Yuxuan Wang, Alan Yuille, Zhuowan Li, Zilong Zheng•Aug 5, 2024•92

超参数对大型语言模型推理性能的影响：对vLLM和HuggingFace管道的评估
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines

Matias Martinez•Aug 2, 2024•94

在注重隐私的助手中实现情境完整性
Operationalizing Contextual Integrity in Privacy-Conscious Assistants

Sahra Ghalebikesabi, Eugene Bagdasaryan, Ren Yi, Itay Yona, Ilia Shumailov, Aneesh Pappu, Chongyang Shi, Laura Weidinger, Robert Stanforth, Leonard Berrada, Pushmeet Kohli, Po-Sen Huang, Borja Balle•Aug 5, 2024•52