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04/27/2023
Data navigation on the ENCODE portal
Spanning two decades, the Encyclopaedia of DNA Elements (ENCODE) is a co...
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04/26/2023
Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs
In this technical note, we aim to explain a deep neural network (DNN) by...
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04/26/2023
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining
Medical artificial general intelligence (MAGI) enables one foundation mo...
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04/24/2023
A Benchmark for Cycling Close Pass Near Miss Event Detection from Video Streams
Cycling is a healthy and sustainable mode of transport. However, interac...
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04/03/2023
Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts?
In this paper, we explain the inference logic of large language models (...
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03/18/2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation
Automatic radiology reporting has great clinical potential to relieve ra...
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02/25/2023
Does a Neural Network Really Encode Symbolic Concept?
Recently, a series of studies have tried to extract interactions between...
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07/19/2022
Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems
Fault localization is challenging in an online service system due to its...
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07/16/2022
Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting
Multivariate long sequence time-series forecasting (M-LSTF) is a practic...
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06/13/2022
Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition
Fault diagnosis is critical in many domains, as faults may lead to safet...
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06/04/2022
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation
Automatic generation of ophthalmic reports using data-driven neural netw...
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05/26/2022
SymNMF-Net for The Symmetric NMF Problem
Recently, many works have demonstrated that Symmetric Non-negative Matri...
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05/04/2022
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
This paper aims to theoretically analyze the complexity of feature trans...
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11/11/2021
Towards Axiomatic, Hierarchical, and Symbolic Explanation for Deep Models
This paper proposes a hierarchical and symbolic And-Or graph (AOG) to ob...
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11/05/2021
Visualizing the Emergence of Intermediate Visual Patterns in DNNs
This paper proposes a method to visualize the discrimination power of in...
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11/03/2021
Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based Robustness
Adversarial robustness, which mainly contains sensitivity-based robustne...
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10/25/2021
Generating Watermarked Adversarial Texts
Adversarial example generation has been a hot spot in recent years becau...
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04/12/2021
DockerMock: Pre-Build Detection of Dockerfile Faults through Mocking Instruction Execution
Continuous Integration (CI) and Continuous Deployment (CD) are widely ad...
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06/29/2020
Interpreting and Disentangling Feature Components of Various Complexity from DNNs
This paper aims to define, quantify, and analyze the feature complexity ...
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06/06/2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation
Beyond the common difficulties faced in the natural image captioning, me...
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06/19/2019
An Action Recognition network for specific target based on rMC and RPN
The traditional methods of action recognition are not specific for the o...
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06/18/2019
Impoved RPN for Single Targets Detection based on the Anchor Mask Net
Common target detection is usually based on single frame images, which i...
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06/01/2018