Zobrazeno 1 - 10
of 17 139
pro vyhledávání: '"A. Lipka"'
Autor:
Nguyen, Dang, Lai, Viet Dac, Yoon, Seunghyun, Rossi, Ryan A., Zhao, Handong, Zhang, Ruiyi, Mathur, Puneet, Lipka, Nedim, Wang, Yu, Bui, Trung, Dernoncourt, Franck, Zhou, Tianyi
Existing LLM agent systems typically select actions from a fixed and predefined set at every step. While this approach is effective in closed, narrowly-scoped environments, we argue that it presents two major challenges when deploying LLM agents in r
Externí odkaz:
http://arxiv.org/abs/2411.01747
We explore the fundamental limits on thermodynamic irreversibility when cooling a quantum system in the presence of a finite-size reservoir. First, we prove that for any non-interacting $n$-particle reservoir, the entropy production $\Sigma$ decays a
Externí odkaz:
http://arxiv.org/abs/2411.00944
Autor:
Zhang, Zhehao, Rossi, Ryan A., Kveton, Branislav, Shao, Yijia, Yang, Diyi, Zamani, Hamed, Dernoncourt, Franck, Barrow, Joe, Yu, Tong, Kim, Sungchul, Zhang, Ruiyi, Gu, Jiuxiang, Derr, Tyler, Chen, Hongjie, Wu, Junda, Chen, Xiang, Wang, Zichao, Mitra, Subrata, Lipka, Nedim, Ahmed, Nesreen, Wang, Yu
Personalization of Large Language Models (LLMs) has recently become increasingly important with a wide range of applications. Despite the importance and recent progress, most existing works on personalized LLMs have focused either entirely on (a) per
Externí odkaz:
http://arxiv.org/abs/2411.00027
Autor:
Luera, Reuben, Rossi, Ryan A., Siu, Alexa, Dernoncourt, Franck, Yu, Tong, Kim, Sungchul, Zhang, Ruiyi, Chen, Xiang, Salehy, Hanieh, Zhao, Jian, Basu, Samyadeep, Mathur, Puneet, Lipka, Nedim
The applications of generative AI have become extremely impressive, and the interplay between users and AI is even more so. Current human-AI interaction literature has taken a broad look at how humans interact with generative AI, but it lacks specifi
Externí odkaz:
http://arxiv.org/abs/2410.22370
Autor:
Van Nguyen, Chien, Shen, Xuan, Aponte, Ryan, Xia, Yu, Basu, Samyadeep, Hu, Zhengmian, Chen, Jian, Parmar, Mihir, Kunapuli, Sasidhar, Barrow, Joe, Wu, Junda, Singh, Ashish, Wang, Yu, Gu, Jiuxiang, Dernoncourt, Franck, Ahmed, Nesreen K., Lipka, Nedim, Zhang, Ruiyi, Chen, Xiang, Yu, Tong, Kim, Sungchul, Deilamsalehy, Hanieh, Park, Namyong, Rimer, Mike, Zhang, Zhehao, Yang, Huanrui, Rossi, Ryan A., Nguyen, Thien Huu
Small Language Models (SLMs) have become increasingly important due to their efficiency and performance to perform various language tasks with minimal computational resources, making them ideal for various settings including on-device, mobile, edge d
Externí odkaz:
http://arxiv.org/abs/2410.20011
Autor:
Zhang, Zhehao, Rossi, Ryan, Yu, Tong, Dernoncourt, Franck, Zhang, Ruiyi, Gu, Jiuxiang, Kim, Sungchul, Chen, Xiang, Wang, Zichao, Lipka, Nedim
While vision-language models (VLMs) have demonstrated remarkable performance across various tasks combining textual and visual information, they continue to struggle with fine-grained visual perception tasks that require detailed pixel-level analysis
Externí odkaz:
http://arxiv.org/abs/2410.16400
Autor:
Owens, Deonna M., Rossi, Ryan A., Kim, Sungchul, Yu, Tong, Dernoncourt, Franck, Chen, Xiang, Zhang, Ruiyi, Gu, Jiuxiang, Deilamsalehy, Hanieh, Lipka, Nedim
Large Language Models (LLMs) are powerful tools with the potential to benefit society immensely, yet, they have demonstrated biases that perpetuate societal inequalities. Despite significant advancements in bias mitigation techniques using data augme
Externí odkaz:
http://arxiv.org/abs/2409.13884
Autor:
Lipka, Mathias, Thomas, Jens, Saglia, Roberto, Bender, Ralf, Fabricius, Maximilian, Partmann, Christian
We analyze the dark matter (DM) halos of a sample of dwarf Ellitpicals (dE) and discuss cosmological and evolutionary implications. Using orbit modeling we recover their density slopes and, for the first time, the halo flattening. We find the `cusp-c
Externí odkaz:
http://arxiv.org/abs/2409.11458
Autor:
Lipka, Mathias, Thomas, Jens, Saglia, Roberto, Bender, Ralf, Fabricius, Maximilian, Hill, Gary J., Kluge, Matthias, Landriau, Martin, Mazzalay, Ximena, Noyola, Eva, Parikh, Taniya, Snigula, Jan
We analyse the stellar structure of a sample of dwarf ellipticals (dE) inhabiting various environments within the Virgo cluster. Integral-field observations with a high spectral resolution allow us to robustly determine their low velocity dispersions
Externí odkaz:
http://arxiv.org/abs/2409.10518
We present a new approach for witnessing quantum resources, including entanglement and coherence, based on heat generation. Inspired by the concept of Maxwell's demon, we analyze the heat exchange between a quantum system and a thermal environment as
Externí odkaz:
http://arxiv.org/abs/2408.06418