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09/19/2023
Exploring the Influence of Information Entropy Change in Learning Systems
In this work, we explore the influence of entropy change in deep learnin...
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09/13/2023
OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL Reachability
The development of correct and efficient software can be hindered by com...
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08/28/2023
Applications of Conjugate Gradient in Bayesian computation
Conjugate gradient is an efficient algorithm for solving large sparse li...
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08/23/2023
MARC: Multipolicy and Risk-aware Contingency Planning for Autonomous Driving
Generating safe and non-conservative behaviors in dense, dynamic environ...
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08/18/2023
Meta-ZSDETR: Zero-shot DETR with Meta-learning
Zero-shot object detection aims to localize and recognize objects of uns...
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08/18/2023
Meta-learning enhanced next POI recommendation by leveraging check-ins from auxiliary cities
Most existing point-of-interest (POI) recommenders aim to capture user p...
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08/14/2023
CupCleaner: A Data Cleaning Approach for Comment Updating
Recently, deep learning-based techniques have shown promising performanc...
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07/26/2023
Tracking Anything in High Quality
Visual object tracking is a fundamental video task in computer vision. R...
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07/18/2023
Exploiting Field Dependencies for Learning on Categorical Data
Traditional approaches for learning on categorical data underexploit the...
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07/14/2023
Locking-free HDG methods for Reissner-Mindlin plates equations on polygonal meshes
We present and analyze a new hybridizable discontinuous Galerkin method ...
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07/10/2023
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification
With the popularity of deep neural networks (DNNs), model interpretabili...
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06/12/2023
A Weighted Randomized Sparse Kaczmarz Method for Solving Linear Systems
The randomized sparse Kaczmarz method, designed for seeking the sparse s...
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06/04/2023
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW
In this paper, we introduce 3rd place solution for PVUW2023 VSS track. S...
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04/28/2023
Discontinuous Galerkin methods for a first-order semi-linear hyperbolic continuum model of a topological resonator dimer array
We present discontinuous Galerkin (DG) methods for solving a first-order...
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04/24/2023
Exact Bayesian Geostatistics Using Predictive Stacking
We develop Bayesian predictive stacking for geostatistical models. Our a...
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04/06/2023
HGCC: Enhancing Hyperbolic Graph Convolution Networks on Heterogeneous Collaborative Graph for Recommendation
Due to the naturally power-law distributed nature of user-item interacti...
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03/27/2023
Core-Periphery Principle Guided Redesign of Self-Attention in Transformers
Designing more efficient, reliable, and explainable neural network archi...
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03/07/2023
Refined Pseudo labeling for Source-free Domain Adaptive Object Detection
Domain adaptive object detection (DAOD) assumes that both labeled source...
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03/07/2023
FIT: Frequency-based Image Translation for Domain Adaptive Object Detection
Domain adaptive object detection (DAOD) aims to adapt the detector from ...
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03/04/2023
Achieving Counterfactual Fairness for Anomaly Detection
Ensuring fairness in anomaly detection models has received much attentio...
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02/27/2023
Before and after China's new Data Laws: Privacy in Apps
Privacy in apps is a topic of widespread interest because many apps coll...
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01/28/2023
MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics
Gradient-based meta-learning methods have primarily been applied to clas...
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12/21/2022
Powerful Partial Conjunction Hypothesis Testing via Conditioning
Research questions across a diverse array of fields are formulated as a ...
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12/08/2022
On Interpretable Anomaly Detection Using Causal Algorithmic Recourse
As many deep anomaly detection models have been deployed in the real-wor...
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12/01/2022
Test Flakiness' Causes, Detection, Impact and Responses: A Multivocal Review
Flaky tests (tests with non-deterministic outcomes) pose a major challen...
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11/20/2022
Metadata Caching in Presto: Towards Fast Data Processing
Presto is an open-source distributed SQL query engine for OLAP, aiming f...
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11/12/2022
Generating Textual Adversaries with Minimal Perturbation
Many word-level adversarial attack approaches for textual data have been...
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11/08/2022
Towards edible drones for rescue missions: design and flight of nutritional wings
Drones have shown to be useful aerial vehicles for unmanned transport mi...
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11/04/2022
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation
Achieving accurate and automated tumor segmentation plays an important r...
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11/02/2022
A highly accurate perfectly-matched-layer boundary integral equation solver for acoustic layered-medium problems
Based on the perfectly matched layer (PML) technique, this paper develop...
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10/27/2022
BI AVAN: Brain inspired Adversarial Visual Attention Network
Visual attention is a fundamental mechanism in the human brain, and it i...
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10/17/2022
Data-Driven Joint Inversions for PDE Models
The task of simultaneously reconstructing multiple physical coefficients...
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10/08/2022
Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method
Few-shot object detection (FSOD) is to detect objects with a few example...
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10/01/2022
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data
Accurate medical classification requires a large number of multi-modal d...
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09/01/2022
A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals
Current study on next POI recommendation mainly explores user sequential...
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08/28/2022
Differential Flatness-Based Trajectory Planning for Autonomous Vehicles
As a core part of autonomous driving systems, motion planning has receiv...
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07/11/2022
Intra-Modal Constraint Loss For Image-Text Retrieval
Cross-modal retrieval has drawn much attention in both computer vision a...
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06/22/2022
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations
Artificial neural networks (ANNs), originally inspired by biological neu...
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06/17/2022
GDsmith: Detecting Bugs in Graph Database Engines
Graph database engines stand out in the era of big data for their effici...
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06/15/2022
Zero-shot object goal visual navigation
Object goal visual navigation is a challenging task that aims to guide a...
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06/04/2022
MetaNOR: A Meta-Learnt Nonlocal Operator Regression Approach for Metamaterial Modeling
We propose MetaNOR, a meta-learnt approach for transfer-learning operato...
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05/25/2022
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
Learning harmful shortcuts such as spurious correlations and biases prev...
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05/20/2022
Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning
Learning with little data is challenging but often inevitable in various...
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05/20/2022
A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers
Vision transformer (ViT) and its variants have achieved remarkable succe...
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04/28/2022
TJ4DRadSet: A 4D Radar Dataset for Autonomous Driving
The new generation of 4D high-resolution imaging radar provides not only...
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04/24/2022
Taming Hybrid-Cloud Fast and Scalable Graph Analytics at Twitter
We have witnessed a boosted demand for graph analytics at Twitter in rec...
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04/24/2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification
Recent works have empirically shown the effectiveness of data augmentati...
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04/21/2022
Weakly Aligned Feature Fusion for Multimodal Object Detection
To achieve accurate and robust object detection in the real-world scenar...
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04/21/2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation
Segmenting unseen objects is a crucial ability for the robot since it ma...
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04/20/2022