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08/08/2023
FLIRT: Feedback Loop In-context Red Teaming
Warning: this paper contains content that may be inappropriate or offens...
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05/17/2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation
Transgender and non-binary (TGNB) individuals disproportionately experie...
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11/17/2022
Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models
Natural language often contains ambiguities that can lead to misinterpre...
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10/26/2021
Leveraging Local Temporal Information for Multimodal Scene Classification
Robust video scene classification models should capture the spatial (pix...
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10/26/2021
Can't Fool Me: Adversarially Robust Transformer for Video Understanding
Deep neural networks have been shown to perform poorly on adversarial ex...
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03/18/2021
Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training
The introduction of Transformer model has led to tremendous advancements...
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06/05/2020
Hierarchical Class-Based Curriculum Loss
Classification algorithms in machine learning often assume a flat label ...
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03/07/2020
Cross-modal Learning for Multi-modal Video Categorization
Multi-modal machine learning (ML) models can process data in multiple mo...
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02/07/2020
Exploiting Temporal Coherence for Multi-modal Video Categorization
Multimodal ML models can process data in multiple modalities (e.g., vide...
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09/06/2019
ArduCode: Predictive Framework for Automation Engineering
Automation engineering is the task of integrating, via software, various...
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09/06/2019
Graph Representation Ensemble Learning
Representation learning on graphs has been gaining attention due to its ...
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08/19/2019
Benchmarks for Graph Embedding Evaluation
Graph embedding is the task of representing nodes of a graph in a low-di...
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06/04/2019
Pykg2vec: A Python Library for Knowledge Graph Embedding
Pykg2vec is an open-source Python library for learning the representatio...
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11/26/2018
DynamicGEM: A Library for Dynamic Graph Embedding Methods
DynamicGEM is an open-source Python library for learning node representa...
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09/07/2018
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning
Learning graph representations is a fundamental task aimed at capturing ...
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08/24/2018
Future Automation Engineering using Structural Graph Convolutional Neural Networks
The digitalization of automation engineering generates large quantities ...
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06/08/2018
Discovering Signals from Web Sources to Predict Cyber Attacks
Cyber attacks are growing in frequency and severity. Over the past year ...
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04/26/2018
