AI研究論文每日精選

每日精選AI研究論文及翻譯

DSBench：資料科學代理人離成為資料科學專家有多遠？
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?

Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu•Sep 12, 2024•695

Windows Agent Arena: 在規模上評估多模式作業系統代理程式
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Jang, Zack Hui•Sep 12, 2024•482

LLM能否產生新穎的研究思路？與100多名自然語言處理研究人員進行的大規模人類研究
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Chenglei Si, Diyi Yang, Tatsunori Hashimoto•Sep 6, 2024•483

IFAdapter：基於實例特徵控制的文本對圖像生成
IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation

Yinwei Wu, Xianpan Zhou, Bing Ma, Xuefeng Su, Kai Ma, Xinchao Wang•Sep 12, 2024•232

Source2Synth：基於真實數據來源的合成數據生成與整理
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources

Alisia Lupidi, Carlos Gemmell, Nicola Cancedda, Jane Dwivedi-Yu, Jason Weston, Jakob Foerster, Roberta Raileanu, Maria Lomeli•Sep 12, 2024•212

TextBoost：通過微調文本編碼器實現一次性個性化文本到圖像模型
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder

NaHyeon Park, Kunhee Kim, Hyunjung Shim•Sep 12, 2024•164

DreamHOI：利用擴散先驗生成主題驅動的3D人物物體互動
DreamHOI: Subject-Driven Generation of 3D Human-Object Interactions with Diffusion Priors

Thomas Hanwen Zhu, Ruining Li, Tomas Jakab•Sep 12, 2024•153

PiTe：用於大型視頻-語言模型的像素-時間對齊
PiTe: Pixel-Temporal Alignment for Large Video-Language Model

Yang Liu, Pengxiang Ding, Siteng Huang, Min Zhang, Han Zhao, Donglin Wang•Sep 11, 2024•142

FlashSplat：二維到三維高斯塗抹分割的最佳解決方案
FlashSplat: 2D to 3D Gaussian Splatting Segmentation Solved Optimally

Qiuhong Shen, Xingyi Yang, Xinchao Wang•Sep 12, 2024•122

基於基礎模型，能否從OOD對象檢測器中學習？
Can OOD Object Detectors Learn from Foundation Models?

Jiahui Liu, Xin Wen, Shizhen Zhao, Yingxian Chen, Xiaojuan Qi•Sep 8, 2024•92