AI研究論文每日精選

每日精選AI研究論文及翻譯

ReFT：語言模型的表示微調
ReFT: Representation Finetuning for Language Models

Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan Jurafsky, Christopher D. Manning, Christopher Potts•Apr 4, 2024•9817

CoMat：將文本到圖像擴散模型與圖像到文本概念對齊
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching

Dongzhi Jiang, Guanglu Song, Xiaoshi Wu, Renrui Zhang, Dazhong Shen, Zhuofan Zong, Yu Liu, Hongsheng Li•Apr 4, 2024•374

MiniGPT4-Video：通過交錯視覺-文本標記來推進視頻理解的多模態LLM
MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Kirolos Ataallah, Xiaoqian Shen, Eslam Abdelrahman, Essam Sleiman, Deyao Zhu, Jian Ding, Mohamed Elhoseiny•Apr 4, 2024•293

LVLM-Intrepret：用於大型視覺語言模型的可解釋性工具
LVLM-Intrepret: An Interpretability Tool for Large Vision-Language Models

Gabriela Ben Melech Stan, Raanan Yehezkel Rohekar, Yaniv Gurwicz, Matthew Lyle Olson, Anahita Bhiwandiwalla, Estelle Aflalo, Chenfei Wu, Nan Duan, Shao-Yen Tseng, Vasudev Lal•Apr 3, 2024•271

在神經壓縮文本上訓練LLMs
Training LLMs over Neurally Compressed Text

Brian Lester, Jaehoon Lee, Alex Alemi, Jeffrey Pennington, Adam Roberts, Jascha Sohl-Dickstein, Noah Constant•Apr 4, 2024•253

CodeEditorBench：評估大型語言模型的程式碼編輯能力
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models

Jiawei Guo, Ziming Li, Xueling Liu, Kaijing Ma, Tianyu Zheng, Zhouliang Yu, Ding Pan, Yizhi LI, Ruibo Liu, Yue Wang, Shuyue Guo, Xingwei Qu, Xiang Yue, Ge Zhang, Wenhu Chen, Jie Fu•Apr 4, 2024•181

PointInfinity：解析度不變的點擴散模型
PointInfinity: Resolution-Invariant Point Diffusion Models

Zixuan Huang, Justin Johnson, Shoubhik Debnath, James M. Rehg, Chao-Yuan Wu•Apr 4, 2024•161

紅隊測試 GPT-4V：GPT-4V 對抗單/多模態越獄攻擊安全嗎？
Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks?

Shuo Chen, Zhen Han, Bailan He, Zifeng Ding, Wenqian Yu, Philip Torr, Volker Tresp, Jindong Gu•Apr 4, 2024•110

RALL-E：具有思維鏈提示的強健編解碼器語言建模，用於文本轉語音合成。
RALL-E: Robust Codec Language Modeling with Chain-of-Thought Prompting for Text-to-Speech Synthesis

Detai Xin, Xu Tan, Kai Shen, Zeqian Ju, Dongchao Yang, Yuancheng Wang, Shinnosuke Takamichi, Hiroshi Saruwatari, Shujie Liu, Jinyu Li, Sheng Zhao•Apr 4, 2024•100