Zobrazeno 1 - 10
of 18 774
pro vyhledávání: '"Surya, P."'
Transformers have had tremendous impact for several sequence related tasks, largely due to their ability to retrieve from any part of the sequence via softmax based dot-product attention. This mechanism plays a crucial role in Transformer's performan
Externí odkaz:
http://arxiv.org/abs/2411.03493
Autor:
Mysore, Sheshera, Dhanania, Garima, Patil, Kishor, Kallumadi, Surya, McCallum, Andrew, Zamani, Hamed
Personalized search represents a problem where retrieval models condition on historical user interaction data in order to improve retrieval results. However, personalization is commonly perceived as opaque and not amenable to control by users. Furthe
Externí odkaz:
http://arxiv.org/abs/2411.02790
Publikováno v:
ApJ 975 16 (2024)
Searches for continuous-wave gravitational radiation in data collected by modern long-baseline interferometers, such as the Laser Interferometer Gravitational-wave Observatory (LIGO), the Virgo interferometer and the Kamioka Gravitational Wave Detect
Externí odkaz:
http://arxiv.org/abs/2410.21540
Autor:
Yen, Jui-Nan, Si, Si, Meng, Zhao, Yu, Felix, Duvvuri, Sai Surya, Dhillon, Inderjit S., Hsieh, Cho-Jui, Kumar, Sanjiv
Low-rank adaption (LoRA) is a widely used parameter-efficient finetuning method for LLM that reduces memory requirements. However, current LoRA optimizers lack transformation invariance, meaning the actual updates to the weights depends on how the tw
Externí odkaz:
http://arxiv.org/abs/2410.20625
Autor:
Panda, Surya N., Yang, Qun, Pohl, Darius, Lv, Hua, Robredo, Iñigo, Ibarra, Rebeca, Tahn, Alexander, Rellinghaus, Bernd, Sun, Yan, Yan, Binghai, Markou, Anastasios, Lesne, Edouard, Felser, Claudia
The rise of non-magnetic topological semimetals, which provide a promising platform for observing and controlling various spin-orbit effects, has led to significant advancements in the field of topological spintronics. RhSi exists in two distinct pol
Externí odkaz:
http://arxiv.org/abs/2410.17665
Autor:
Liu, Shigang, Sabir, Bushra, Jang, Seung Ick, Kansal, Yuval, Gao, Yansong, Moore, Kristen, Abuadbba, Alsharif, Nepal, Surya
Large Language Models (LLMs) have shown remarkable potential in code generation, making them increasingly important in the field. However, the security issues of generated code have not been fully addressed, and the usability of LLMs in code generati
Externí odkaz:
http://arxiv.org/abs/2410.14321
Autor:
Hua, Muchuan, Chen, Wei-Ying, Hou, Hanyu, Kolluru, Venkata Surya Chaitanya, Chan, Maria K. Y., Liu, HaiHua, Gage, Thomas E., Zuo, Jian-Min, Diroll, Benjamin T., Wen, Jianguo
Deterministic creation of quantum emitters with high single-photon-purity and excellent indistinguishability is essential for practical applications in quantum information science. Many successful attempts have been carried out in hexagonal boron nit
Externí odkaz:
http://arxiv.org/abs/2410.13169
Autor:
Raghavendran, Surya, Yoo, Philsang
Minimal BCOV theory is a classical field theory which describes a subclass of deformations of the category of perfect complexes on a Calabi-Yau variety. We compute minimal models for $L_\infty$-algebras describing minimal BCOV theory and its variants
Externí odkaz:
http://arxiv.org/abs/2410.11837
Autor:
Gupta, Pranav, Rengarajan, Rishabh, Bankapur, Viren, Mannem, Vedansh, Ahuja, Lakshit, Vijay, Surya, Wang, Kevin
Publikováno v:
Curieux Academic Journal Part 2 Issue 43 (2024), pp. 626-634
Combining LiDAR and Camera-view data has become a common approach for 3D Object Detection. However, previous approaches combine the two input streams at a point-level, throwing away semantic information derived from camera features. In this paper we
Externí odkaz:
http://arxiv.org/abs/2410.11211
Recent works have shown that Federated Learning (FL) is vulnerable to backdoor attacks. Existing defenses cluster submitted updates from clients and select the best cluster for aggregation. However, they often rely on unrealistic assumptions regardin
Externí odkaz:
http://arxiv.org/abs/2410.11205