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AI研究論文每日精選
每日精選AI研究論文及翻譯
December 17th, 2024
位元潛隱轉換器:分塊比記號更有效率
Byte Latent Transformer: Patches Scale Better Than Tokens
Artidoro Pagnoni, Ram Pasunuru, Pedro Rodriguez, John Nguyen, Benjamin Muller, Margaret Li, Chunting Zhou, Lili Yu, Jason Weston, Luke Zettlemoyer, Gargi Ghosh, Mike Lewis, Ari Holtzman, Srinivasan Iyer
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Dec 13, 2024
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89
6
評估代理:視覺生成模型的高效且可提示評估框架
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models
Fan Zhang, Shulin Tian, Ziqi Huang, Yu Qiao, Ziwei Liu
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Dec 10, 2024
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35
2
BrushEdit:一體化圖像修補和編輯
BrushEdit: All-In-One Image Inpainting and Editing
Yaowei Li, Yuxuan Bian, Xuan Ju, Zhaoyang Zhang, Ying Shan, Qiang Xu
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Dec 13, 2024
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33
3
RetroLLM:賦能大型語言模型以檢索生成過程中的細粒度證據
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yongkang Wu, Zhonghua Li, Qi Ye, Zhicheng Dou
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Dec 16, 2024
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33
4
較小的語言模型更適合進化指導者。
Smaller Language Models Are Better Instruction Evolvers
Tingfeng Hui, Lulu Zhao, Guanting Dong, Yaqi Zhang, Hua Zhou, Sen Su
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Dec 15, 2024
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27
2
ColorFlow:檢索增強影像序列著色
ColorFlow: Retrieval-Augmented Image Sequence Colorization
Junhao Zhuang, Xuan Ju, Zhaoyang Zhang, Yong Liu, Shiyi Zhang, Chun Yuan, Ying Shan
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Dec 16, 2024
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26
4
因果擴散轉換器用於生成建模
Causal Diffusion Transformers for Generative Modeling
Chaorui Deng, Deyao Zh, Kunchang Li, Shi Guan, Haoqi Fan
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Dec 16, 2024
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23
3
SPaR:自我對弈搭配樹搜索精煉以提升大型語言模型中的指令遵循
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
Jiale Cheng, Xiao Liu, Cunxiang Wang, Xiaotao Gu, Yida Lu, Dan Zhang, Yuxiao Dong, Jie Tang, Hongning Wang, Minlie Huang
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Dec 16, 2024
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17
2
仙境:從單張圖像導航3D場景
Wonderland: Navigating 3D Scenes from a Single Image
Hanwen Liang, Junli Cao, Vidit Goel, Guocheng Qian, Sergei Korolev, Demetri Terzopoulos, Konstantinos N. Plataniotis, Sergey Tulyakov, Jian Ren
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Dec 16, 2024
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15
2
高斯性質:將物理特性整合到具有LMMs的3D高斯函數
GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs
Xinli Xu, Wenhang Ge, Dicong Qiu, ZhiFei Chen, Dongyu Yan, Zhuoyun Liu, Haoyu Zhao, Hanfeng Zhao, Shunsi Zhang, Junwei Liang, Ying-Cong Chen
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Dec 15, 2024
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13
2
VividFace:一個基於擴散的混合框架,用於高保真度視頻人臉交換
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping
Hao Shao, Shulun Wang, Yang Zhou, Guanglu Song, Dailan He, Shuo Qin, Zhuofan Zong, Bingqi Ma, Yu Liu, Hongsheng Li
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Dec 15, 2024
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12
2
IDArb:針對任意數量的輸入視圖和光線的內在分解。
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations
Zhibing Li, Tong Wu, Jing Tan, Mengchen Zhang, Jiaqi Wang, Dahua Lin
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Dec 16, 2024
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12
2
StrandHead:使用頭髮幾何先驗將文本轉換為解耦合的3D頭像
StrandHead: Text to Strand-Disentangled 3D Head Avatars Using Hair Geometric Priors
Xiaokun Sun, Zeyu Cai, Zhenyu Zhang, Ying Tai, Jian Yang
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Dec 16, 2024
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11
2
SepLLM:通過將一個片段壓縮為一個分隔符來加速大型語言模型
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator
Guoxuan Chen, Han Shi, Jiawei Li, Yihang Gao, Xiaozhe Ren, Yimeng Chen, Xin Jiang, Zhenguo Li, Weiyang Liu, Chao Huang
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Dec 16, 2024
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10
5
Emma-X:一個具體的多模態行動模型,具有基於連貫思維和前瞻空間推理的基礎链。
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
Qi Sun, Pengfei Hong, Tej Deep Pala, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria
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Dec 16, 2024
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9
2
大型語言模型(LLMs)中的開源優勢
The Open Source Advantage in Large Language Models (LLMs)
Jiya Manchanda, Laura Boettcher, Matheus Westphalen, Jasser Jasser
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Dec 16, 2024
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9
2
SplineGS:適用於單眼視頻的實時動態3D高斯模型的穩健運動自適應樣条
SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video
Jongmin Park, Minh-Quan Viet Bui, Juan Luis Gonzalez Bello, Jaeho Moon, Jihyong Oh, Munchurl Kim
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Dec 13, 2024
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7
3
DynamicScaler:全景場景的無縫且可擴展視頻生成
DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes
Jinxiu Liu, Shaoheng Lin, Yinxiao Li, Ming-Hsuan Yang
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Dec 15, 2024
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6
2
精彩的矩陣:結合以打造更高效和有效的基礎模型架構
Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture
Jingze Shi, Bingheng Wu
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Dec 16, 2024
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6
2
TidyBot++:一個用於機器人學習的開源全向移動機械手Manipulator
TidyBot++: An Open-Source Holonomic Mobile Manipulator for Robot Learning
Jimmy Wu, William Chong, Robert Holmberg, Aaditya Prasad, Yihuai Gao, Oussama Khatib, Shuran Song, Szymon Rusinkiewicz, Jeannette Bohg
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Dec 11, 2024
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5
2
MOVIS:增強室內場景多物體新視角合成
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes
Ruijie Lu, Yixin Chen, Junfeng Ni, Baoxiong Jia, Yu Liu, Diwen Wan, Gang Zeng, Siyuan Huang
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Dec 16, 2024
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5
2
GeoX:通過統一形式化的視覺語言預訓練解決幾何問題
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
Renqiu Xia, Mingsheng Li, Hancheng Ye, Wenjie Wu, Hongbin Zhou, Jiakang Yuan, Tianshuo Peng, Xinyu Cai, Xiangchao Yan, Bin Wang, Conghui He, Botian Shi, Tao Chen, Junchi Yan, Bo Zhang
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Dec 16, 2024
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4
2
MaxInfoRL:通過最大化信息增益來增強強化學習中的探索
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
Bhavya Sukhija, Stelian Coros, Andreas Krause, Pieter Abbeel, Carmelo Sferrazza
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Dec 16, 2024
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4
2
Whisper-GPT:一個混合表示音訊大型語言模型
Whisper-GPT: A Hybrid Representation Audio Large Language Model
Prateek Verma
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Dec 16, 2024
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4
2
使用Evalica建立可靠、可重現且極速的排行榜
Reliable, Reproducible, and Really Fast Leaderboards with Evalica
Dmitry Ustalov
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Dec 15, 2024
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2
2
在垂直聯邦學習中,僅需簡單的轉換即可達到數據保護的目的。
Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning
Andrei Semenov, Philip Zmushko, Alexander Pichugin, Aleksandr Beznosikov
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Dec 16, 2024
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2
2
個性化擴散模型對抗模仿的幾乎零成本保護
Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models
Namhyuk Ahn, KiYoon Yoo, Wonhyuk Ahn, Daesik Kim, Seung-Hun Nam
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Dec 16, 2024
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1
2
RLDG:透過強化學習實現機器人通用政策蒸餾
RLDG: Robotic Generalist Policy Distillation via Reinforcement Learning
Charles Xu, Qiyang Li, Jianlan Luo, Sergey Levine
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Dec 13, 2024
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1
2