Zobrazeno 1 - 10
of 4 252
pro vyhledávání: '"P, Radke"'
Conventional 3D medical image segmentation methods typically require learning heavy 3D networks (e.g., 3D-UNet), as well as large amounts of in-domain data with accurate pixel/voxel-level labels to avoid overfitting. These solutions are thus extremel
Externí odkaz:
http://arxiv.org/abs/2408.14427
Natural hazard risk management is a demanding interdisciplinary task. It requires domain knowledge, integration of robust computational methods, and effective use of complex datasets. However, existing solutions tend to focus on specific aspects, dat
Externí odkaz:
http://arxiv.org/abs/2407.07270
Autor:
Wang, Cheng, Redino, Christopher, Clark, Ryan, Rahman, Abdul, Aguinaga, Sal, Murli, Sathvik, Nandakumar, Dhruv, Rao, Roland, Huang, Lanxiao, Radke, Daniel, Bowen, Edward
Ransomware presents a significant and increasing threat to individuals and organizations by encrypting their systems and not releasing them until a large fee has been extracted. To bolster preparedness against potential attacks, organizations commonl
Externí odkaz:
http://arxiv.org/abs/2406.17576
Autor:
Duan, Zhuoxu, Yang, Zhengye, Westby, Samuel, Riedl, Christoph, Welles, Brooke Foucault, Radke, Richard J.
Large language models like GPT have proven widely successful on natural language understanding tasks based on written text documents. In this paper, we investigate an LLM's performance on recordings of a group oral communication task in which utteran
Externí odkaz:
http://arxiv.org/abs/2406.10842
Cabling tasks (pulling, clipping, and plug insertion) are today mostly manual work, limiting the cost-effectiveness of electrification. Feasibility for the robotic grasping and insertion of plugs, as well as the manipulation of cables, have been show
Externí odkaz:
http://arxiv.org/abs/2404.10829
Autor:
Yang, Zhengye, Radke, Richard
Video anomaly detection research is generally evaluated on short, isolated benchmark videos only a few minutes long. However, in real-world environments, security cameras observe the same scene for months or years at a time, and the notion of anomalo
Externí odkaz:
http://arxiv.org/abs/2404.07887
Open Information Extraction (OIE) is a structured prediction (SP) task in Natural Language Processing (NLP) that aims to extract structured $n$-ary tuples - usually subject-relation-object triples - from free text. The word embeddings in the input te
Externí odkaz:
http://arxiv.org/abs/2403.13903
Autor:
Cozzi, Elaine, Radke, Zachary
We establish short-time existence of bounded, smooth non-negative solutions to a multi-species advection diffusion equation for a wide class of singular interaction kernels. We also give conditions on the interaction matrix, whose coefficients determ
Externí odkaz:
http://arxiv.org/abs/2403.07159
Autor:
Wang, Cheng, Redino, Christopher, Rahman, Abdul, Clark, Ryan, Radke, Daniel, Cody, Tyler, Nandakumar, Dhruv, Bowen, Edward
Command and control (C2) channels are an essential component of many types of cyber attacks, as they enable attackers to remotely control their malware-infected machines and execute harmful actions, such as propagating malicious code across networks,
Externí odkaz:
http://arxiv.org/abs/2402.09200
Autor:
Lange, Robin, Welles, Brooke Foucault, Sharma, Gyanendra, Radke, Richard J., Garcia, Javier O., Riedl, Christoph
Team interactions are often multisensory, requiring members to pick up on verbal, visual, spatial and body language cues. Multimodal research, research that captures multiple modes of communication such as audio and visual signals, is therefore integ
Externí odkaz:
http://arxiv.org/abs/2401.15194