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1.
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The gradual nature of a diffusion process that synthesizes samples in small increments constitutes a key ingredient of Denoising Diffusion Probabilistic Models (DDPM), wh [...]
13 July 2024 |
Computer Science |
Article |
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2.
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Variations are prevalent in all aspects of quantum computing. On solid state quantum devices, fabrication errors lead to variations in device connectivity. Among the qubi [...]
2024-08 |
Computer Science |
Dissertation |
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3.
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Deep learning (DL) training is data-intensive and often bottlenecked by fetching data from remote storage. Recognizing that many samples' sizes diminish during data prepr [...]
08 July 2024 |
Computer Science |
Article |
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4.
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Technologies adopted by the public sector have transformed the work practices of employees in public agencies by creating different means of communication and decision-ma [...]
25 June 2024 |
Computer Science |
Article |
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5.
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This conceptual paper examines the use of odours and scents in books to enhance storytelling and engage readers. While books often possess a distinctive smell linked to t [...]
11 June 2024 |
Computer Science |
Article |
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6.
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Computing devices become waste for a variety of reasons. They breakdown, become obsolete, or are no longer trendy. These events are so common that currently, e-waste has [...]
23 June 2024 |
Computer Science |
Article |
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7.
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Quantum networks connect quantum capable nodes in order to achieve capabilities that are impossible only using classical information. Their fundamental unit of communicat [...]
20 June 2024 |
Computer Science |
Article |
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8.
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As quantum computing field is starting to reach the realm of advantage over classical algorithms, simulating quantum circuits becomes increasingly challenging as we desi [...]
2024-08 |
Computer Science |
Dissertation |
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9.
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In many experiment-driven scientific domains, such as high-energy physics, material science, and cosmology, high data rate experiments impose hard constraints on data acq [...]
19 June 2024 |
Computer Science |
Article |
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10.
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This national, tract-level experienced racial segregation dataset uses data for over 66 million anonymized and opted-in devices in Cuebiq’s Spectus Clean Room data t [...]
26 July 2023 |
Computer Science |
Dataset |
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11.
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Despite the importance of measuring racial-ethnic segregation and diversity in the United States, current measurements are largely based on the Census and, thus, only ref [...]
17 June 2024 |
Computer Science |
Article |
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12.
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In this thesis, we propose an innovative paradigm for constructing generative models, fundamentally rethinking the conventional framework used in image generation and rep [...]
2024-08 |
Computer Science |
Dissertation |
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13.
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Artificial intelligence (AI) has demonstrated increasing potential to assist humans in decision-making tasks. However, AI systems solve problems differently than humans, [...]
2024-08 |
Computer Science |
Dissertation |
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14.
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In a constraint satisfaction problem (CSP), we are given a set of variables and a set of constraints over these variables and the goal is to assign the variables so t [...]
2024-08 |
Computer Science |
Dissertation |
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15.
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Deep learning (DL) has made significant impacts in many domains, including computer vision (CV), natural language processing (NLP), recommender systems, and many other [...]
2024-08 |
Computer Science |
Dissertation |
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16.
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The proliferation of deep learning in various domains has led to remarkable advancements in artificial intelligence applications, such as large-language models for scient [...]
2024-06 |
Computer Science |
Dissertation |
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17.
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Traditional network performance simulations and lab tests often miss the complexities of the real world. Device manufacturers and network operators may omit implementing [...]
2024-06 |
Computer Science |
Dissertation |
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18.
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When outsourcing data, one of the things the host learns about the data is the number of records returned in response to each user query. We refer to this as volume leaka [...]
2024-06 |
Computer Science |
Dissertation |
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19.
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With the increasing popularity and complexity of Deep Recommendation Systems (DRS) deployment into various online services, the size of its Embedding Vector (EV) table is [...]
2024-06 |
Computer Science |
Dissertation |
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20.
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Cloud Function-as-a-Service (FaaS) systems offer statistical guarantees and cannot meet the deadlines of bursty, real-time applications. To address this limitation, w [...]
2024-08 |
Computer Science |
Dissertation |
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21.
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Entanglement entropy, taken here to be geometric, requires a geometrically separable Hilbert space. In lattice gauge theories, it is not immediately clear if the physical [...]
06 May 2024 |
Computer Science |
Article |
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22.
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The widespread sharing of consumers’ personal information with third parties raises significant privacy concerns. The California Consumer Privacy Act (CCPA) mandates th [...]
11 May 2024 |
Computer Science |
Article |
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23.
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Techniques like electrical muscle stimulation (EMS) offer promise in assisting physical tasks by automating movements, e.g., shaking a spray-can or tapping a button. Howe [...]
11 May 2024 |
Computer Science |
Article |
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24.
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We present a quantum-inspired classical algorithm that can be used for graph-theoretical problems, such as finding the densest 𝑘 subgraph and finding the maximum weigh [...]
23 May 2024 |
Computer Science |
Article |
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25.
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Diagnostic pathology and histopathology images play a critical role in the diagnosis and treatment of carcinomas. In order to achieve satisfactory performance, we usually [...]
2024-08 |
Computer Science |
Dissertation |
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