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04/14/2023
Rethinking Existential First Order Queries and their Inference on Knowledge Graphs
Reasoning on knowledge graphs is a challenging task because it utilizes ...
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04/06/2023
SketchFFusion: Sketch-guided image editing with diffusion model
Sketch-guided image editing aims to achieve local fine-tuning of the ima...
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09/13/2022
SongDriver: Real-time Music Accompaniment Generation without Logical Latency nor Exposure Bias
Real-time music accompaniment generation has a wide range of application...
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08/15/2022
A Unified Causal View of Domain Invariant Representation Learning
Machine learning methods can be unreliable when deployed in domains that...
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07/18/2022
Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative Robotics
Upper limb movement classification, which maps input signals to the targ...
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05/24/2022
Optimality Conditions and Algorithms for Top-K Arm Identification
We consider the top-k arm identification problem for multi-armed bandits...
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03/17/2022
Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study
As people's demand for personal privacy and data security becomes a prio...
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03/01/2022
CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP
Training a text-to-image generator in the general domain (e.g., Dall.e, ...
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01/18/2021
Secrets of 3D Implicit Object Shape Reconstruction in the Wild
Reconstructing high-fidelity 3D objects from sparse, partial observation...
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02/25/2019
