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07/23/2023
Implementing Smart Contracts: The case of NFT-rental with pay-per-like
Non-fungible tokens(NFTs) are on the rise. They can represent artworks e...
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04/30/2023
SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection
Machine Learning (ML) has become a valuable asset to solve many real-wor...
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02/06/2023
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences
Pre-trained language models have led to a new state-of-the-art in many N...
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02/01/2023
A Survey of Deep Learning: From Activations to Transformers
Deep learning has made tremendous progress in the last decade. A key suc...
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12/17/2022
Foundation models in brief: A historical, socio-technical focus
Foundation models can be disruptive for future AI development by scaling...
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03/18/2022
Concept-based Adversarial Attacks: Tricking Humans and Classifiers Alike
We propose to generate adversarial samples by modifying activations of u...
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03/07/2022
Explaining Classifiers by Constructing Familiar Concepts
Interpreting a large number of neurons in deep learning is difficult. Ou...
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02/16/2022
The learning phases in NN: From Fitting the Majority to Fitting a Few
The learning dynamics of deep neural networks are subject to controversy...
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01/04/2022
Mechanism Design with Informational Punishment
We introduce informational punishment to the design of mechanisms that c...
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01/02/2022
Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type Answers
Autograding short textual answers has become much more feasible due to t...
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06/10/2021
Domain Transformer: Predicting Samples of Unseen, Future Domains
The data distribution commonly evolves over time leading to problems suc...
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12/03/2020
Creativity of Deep Learning: Conceptualization and Assessment
While the potential of deep learning(DL) for automating simple tasks is ...
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11/27/2020
Reflective-Net: Learning from Explanations
Humans possess a remarkable capability to make fast, intuitive decisions...
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11/20/2020
AI Governance for Businesses
Artificial Intelligence (AI) governance regulates the exercise of author...
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09/19/2020
Humans learn too: Better Human-AI Interaction using Optimized Human Inputs
Humans rely more and more on systems with AI components. The AI communit...
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05/27/2020
AI Forensics: Did the Artificial Intelligence System Do It? Why?
In an increasingly autonomous manner AI systems make decisions impacting...
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05/27/2020
Explaining Neural Networks by Decoding Layer Activations
To derive explanations for deep learning models, ie. classifiers, we pro...
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03/09/2020
Correlated Initialization for Correlated Data
Spatial data exhibits the property that nearby points are correlated. Th...
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01/21/2020
Deceptive AI Explanations: Creation and Detection
Artificial intelligence comes with great opportunities and but also grea...
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12/08/2019
AI, how can humans communicate better with you?
Artificial intelligence(AI) systems and humans communicate more and more...
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09/06/2019
Mass Personalization of Deep Learning
We discuss training techniques, objectives and metrics toward mass perso...
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05/25/2019
Locality-Promoting Representation Learning
This work investigates fundamental questions related to locating and def...
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10/07/2017
Topic Modeling based on Keywords and Context
Current topic models often suffer from discovering topics not matching h...
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12/10/2016