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09/17/2023
OWL: A Large Language Model for IT Operations
With the rapid development of IT operations, it has become increasingly ...
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08/25/2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds
Learning implicit representations has been a widely used solution for su...
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08/23/2023
Adaptive Encoding Strategies for Erasing-Based Lossless Floating-Point Compression
Lossless floating-point time series compression is crucial for a wide ra...
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08/14/2023
Auditory cueing strategy for stride length and cadence modification: a feasibility study with healthy adults
People with Parkinson's Disease experience gait impairments that signifi...
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06/28/2023
Erasing-based lossless compression method for streaming floating-point time series
There are a prohibitively large number of floating-point time series dat...
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06/20/2023
A novel Counterfactual method for aspect-based sentiment analysis
Aspect-based-sentiment-analysis (ABSA) is a fine-grained sentiment evalu...
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04/21/2023
Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning
Federated learning (FL) is vulnerable to poisoning attacks, where advers...
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04/02/2023
SoftED: Metrics for Soft Evaluation of Time Series Event Detection
Time series event detection methods are evaluated mainly by standard cla...
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03/27/2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
Deep neural networks are vulnerable to backdoor attacks, where an advers...
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03/25/2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors
It is vital to infer signed distance functions (SDFs) from 3D point clou...
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03/22/2023
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning
Dynamic graphs arise in various real-world applications, and it is often...
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03/08/2023
DNBP: Differentiable Nonparametric Belief Propagation
We present a differentiable approach to learn the probabilistic factors ...
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02/19/2023
EdgeVO: An Efficient and Accurate Edge-based Visual Odometry
Visual odometry is important for plenty of applications such as autonomo...
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02/08/2023
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution
Inductive one-bit matrix completion is motivated by modern applications ...
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01/25/2023
Rate-Perception Optimized Preprocessing for Video Coding
In the past decades, lots of progress have been done in the video compre...
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12/28/2022
Robust Ranking Explanations
Gradient-based explanation is the cornerstone of explainable deep networ...
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12/13/2022
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization
LiDAR mapping is important yet challenging in self-driving and mobile ro...
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11/30/2022
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-Resolution
Image super-resolution (SR) serves as a fundamental tool for the process...
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11/22/2022
Backdoor Cleansing with Unlabeled Data
Due to the increasing computational demand of Deep Neural Networks (DNNs...
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09/25/2022
ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement
Modeling sparse and dense image matching within a unified functional cor...
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08/31/2022
Deep Anomaly Detection and Search via Reinforcement Learning
Semi-supervised Anomaly Detection (AD) is a kind of data mining task whi...
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08/19/2022
Self-Supervised Visual Place Recognition by Mining Temporal and Feature Neighborhoods
Visual place recognition (VPR) using deep networks has achieved state-of...
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08/12/2022
Solving Linear Systems on a GPU with Hierarchically Off-Diagonal Low-Rank Approximations
We are interested in solving linear systems arising from three applicati...
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08/09/2022
Attention Hijacking in Trojan Transformers
Trojan attacks pose a severe threat to AI systems. Recent works on Trans...
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08/09/2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
Deep-learning-based clinical decision support using structured electroni...
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07/28/2022
HOB-CNN: Hallucination of Occluded Branches with a Convolutional Neural Network for 2D Fruit Trees
Orchard automation has attracted the attention of researchers recently d...
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07/18/2022
Latent Partition Implicit with Surface Codes for 3D Representation
Deep implicit functions have shown remarkable shape modeling ability in ...
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07/18/2022
UniFormer: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-View
Bird's eye view (BEV) representation is a new perception formulation for...
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07/10/2022
Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication
Recently, physiological signal-based biometric systems have received wid...
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06/06/2022
On the Convergence of Optimizing Persistent-Homology-Based Losses
Topological loss based on persistent homology has shown promise in vario...
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06/03/2022
Learning Probabilistic Structural Representation for Biomedical Image Segmentation
Accurate segmentation of various fine-scale structures from biomedical i...
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05/31/2022
Open-source Framework for Transonic Boundary Layer Natural Transition Analysis over Complex Geometries in Nektar++
We introduce an open-source and unified framework for transition analysi...
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05/13/2022
A Study of the Attention Abnormality in Trojaned BERTs
Trojan attacks raise serious security concerns. In this paper, we invest...
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05/01/2022
Accurate Fruit Localisation for Robotic Harvesting using High Resolution LiDAR-Camera Fusion
Accurate depth-sensing plays a crucial role in securing a high success r...
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04/02/2022
PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation
Pixel synthesis is a promising research paradigm for image generation, w...
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04/02/2022
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
Capturing the dynamics in user preference is crucial to better predict u...
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03/30/2022
SeqTR: A Simple yet Universal Network for Visual Grounding
In this paper, we propose a simple yet universal network termed SeqTR fo...
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03/30/2022
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation
User interests are usually dynamic in the real world, which poses both t...
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03/29/2022
Discovering Governing Equations by Machine Learning implemented with Invariance
The partial differential equation (PDE) plays a significantly important ...
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03/24/2022
A Manifold View of Adversarial Risk
The adversarial risk of a machine learning model has been widely studied...
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03/17/2022
GPU Computation of the Euler Characteristic Curve for Imaging Data
Persistent homology is perhaps the most popular and useful tool offered ...
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03/02/2022
Video is All You Need: Attacking PPG-based Biometric Authentication
Unobservable physiological signals enhance biometric authentication syst...
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02/11/2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation
Automatic Speech Recognition services (ASRs) inherit deep neural network...
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02/07/2022
A Topology-Attention ConvLSTM Network and Its Application to EM Images
Structural accuracy of segmentation is important for finescale structure...
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01/28/2022
Neural Approximation of Extended Persistent Homology on Graphs
Persistent homology is a widely used theory in topological data analysis...
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01/27/2022
SoK: An Overview of PPG's Application in Authentication
Biometric authentication prospered during the 2010s. Vulnerability to sp...
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01/18/2022
Resistance Training using Prior Bias: toward Unbiased Scene Graph Generation
Scene Graph Generation (SGG) aims to build a structured representation o...
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12/28/2021
Soft Robotic Finger with Variable Effective Length enabled by an Antagonistic Constraint Mechanism
Compared to traditional rigid robotics, soft robotics has attracted incr...
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12/08/2021
Geometry-Aware Fruit Grasping Estimation for Robotic Harvesting in Orchards
Field robotic harvesting is a promising technique in recent development ...
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12/06/2021