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08/04/2023
Diffusion-Augmented Depth Prediction with Sparse Annotations
Depth estimation aims to predict dense depth maps. In autonomous driving...
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07/17/2023
Neural Video Depth Stabilizer
Video depth estimation aims to infer temporally consistent depth. Some m...
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06/24/2023
High-dimensional outlier detection and variable selection via adaptive weighted mean regression
This paper proposes an adaptive penalized weighted mean regression for o...
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06/04/2023
ROME: Testing Image Captioning Systems via Recursive Object Melting
Image captioning (IC) systems aim to generate a text description of the ...
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05/24/2023
Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners
The emergent few-shot reasoning capabilities of Large Language Models (L...
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01/31/2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
Recent state-of-the-art source-free domain adaptation (SFDA) methods hav...
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01/28/2023
Towards Accurate Acne Detection via Decoupled Sequential Detection Head
Accurate acne detection plays a crucial role in acquiring precise diagno...
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12/19/2022
Simultaneous Inference of Trend in Partially Linear Time Series
We introduce a new methodology to conduct simultaneous inference of non-...
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10/19/2022
On Learning Fairness and Accuracy on Multiple Subgroups
We propose an analysis in fair learning that preserves the utility of th...
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08/27/2022
ℓ^2 Inference for Change Points in High-Dimensional Time Series via a Two-Way MOSUM
We propose a new inference method for multiple change-point detection in...
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08/22/2022
Automated Noncontact Trapping of Moving Micro-particle with Ultrasonic Phased Array System and Microscopic Vision
Noncontact particle manipulation (NPM) technology has significantly exte...
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07/20/2022
CrossHuman: Learning Cross-Guidance from Multi-Frame Images for Human Reconstruction
We propose CrossHuman, a novel method that learns cross-guidance from pa...
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07/08/2022
Learning High-quality Proposals for Acne Detection
Acne detection is crucial for interpretative diagnosis and precise treat...
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05/26/2022
Fair Representation Learning through Implicit Path Alignment
We consider a fair representation learning perspective, where optimal pr...
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02/15/2022
Documentation based Semantic-Aware Log Parsing
With the recent advances of deep learning techniques, there are rapidly ...
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10/08/2021
ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search
Currently, an increasing number of model pruning methods are proposed to...
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05/09/2021
Aggregating From Multiple Target-Shifted Sources
Multi-source domain adaptation aims at leveraging the knowledge from mul...
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04/26/2021
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension
Multiparty Dialogue Machine Reading Comprehension (MRC) differs from tra...
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03/19/2021
Robust penalized empirical likelihood in high dimensional longitudinal data analysis
As an effective nonparametric method, empirical likelihood (EL) is appea...
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11/30/2020
Robust error bounds for quantised and pruned neural networks
With the rise of smartphones and the internet-of-things, data is increas...
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11/12/2020
Robust approach for variable selection with high dimensional Logitudinal data analysis
This paper proposes a new robust smooth-threshold estimating equation to...
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10/23/2020
Towards Efficiently Establishing Mutual Distrust Between Host Application and Enclave for SGX
Since its debut, SGX has been used in many applications, e.g., secure da...
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10/14/2020
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation
Robust principal component analysis (RPCA) is a widely used tool for dim...
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05/27/2020
Microstructure and Water Absorption of Ancient Concrete from Pompeii: An Integrated Synchrotron Microtomography and Neutron Radiography Characterization
There is renewed interest in using advanced techniques to characterize a...
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04/10/2020
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure
We present the Molweni dataset, a machine reading comprehension (MRC) da...
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11/08/2019
An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension
In this paper, we propose the scheme for annotating large-scale multi-pa...
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06/07/2018
AI-based Two-Stage Intrusion Detection for Software Defined IoT Networks
Software Defined Internet of Things (SD-IoT) Networks profits from centr...
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07/10/2017
