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05/29/2023
Assess and Summarize: Improve Outage Understanding with Large Language Models
Cloud systems have become increasingly popular in recent years due to th...
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05/25/2023
Empowering Practical Root Cause Analysis by Large Language Models for Cloud Incidents
Ensuring the reliability and availability of cloud services necessitates...
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03/21/2023
E-MLB: Multilevel Benchmark for Event-Based Camera Denoising
Event cameras, such as dynamic vision sensors (DVS), are biologically in...
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02/19/2023
Incident-aware Duplicate Ticket Aggregation for Cloud Systems
In cloud systems, incidents are potential threats to customer satisfacti...
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04/10/2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data
Multimodal pre-training for audio-and-text has recently been proved to b...
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02/24/2022
Phrase-Based Affordance Detection via Cyclic Bilateral Interaction
Affordance detection, which refers to perceiving objects with potential ...
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02/14/2022
UniParser: A Unified Log Parser for Heterogeneous Log Data
Logs provide first-hand information for engineers to diagnose failures i...
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11/23/2021
Reviewing continual learning from the perspective of human-level intelligence
Humans' continual learning (CL) ability is closely related to Stability ...
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09/08/2021
Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization
While artificial neural networks (ANNs) have been widely adopted in mach...
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09/01/2021
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations
Existing audio-language task-specific predictive approaches focus on bui...
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07/15/2021
A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation
The quality of vocal delivery is one of the key indicators for evaluatin...
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11/01/2019
Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers
Recent emerged quantization technique (i.e., using low bit-width fixed-p...
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10/22/2019
Multimodal Learning For Classroom Activity Detection
Classroom activity detection (CAD) focuses on accurately classifying whe...
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10/03/2017