b'Fan Yang'

From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding

Semantic parsing is challenging due to the structure gap and the semanti...
06/11/2021 ∙ by Shan Wu, et al. ∙ 0 ∙ share

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MlTr: Multi-label Classification with Transformer

The task of multi-label image classification is to recognize all the obj...
06/11/2021 ∙ by Xing Cheng, et al. ∙ 0 ∙ share

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CAT: Cross Attention in Vision Transformer

Since Transformer has found widespread use in NLP, the potential of Tran...
06/10/2021 ∙ by Hezheng Lin, et al. ∙ 0 ∙ share

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MST: Masked Self-Supervised Transformer for Visual Representation

Transformer has been widely used for self-supervised pre-training in Nat...
06/10/2021 ∙ by Zhaowen Li, et al. ∙ 0 ∙ share

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Launchpad: A Programming Model for Distributed Machine Learning Research

A major driver behind the success of modern machine learning algorithms ...
06/07/2021 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Calibrating multi-dimensional complex ODE from noisy data via deep neural networks

Ordinary differential equations (ODEs) are widely used to model complex ...
06/07/2021 ∙ by Kexuan Li, et al. ∙ 0 ∙ share

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Towards Compact CNNs via Collaborative Compression

Channel pruning and tensor decomposition have received extensive attenti...
05/24/2021 ∙ by Yuchao Li, et al. ∙ 0 ∙ share

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ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale

AI engineering has emerged as a crucial discipline to democratize deep n...
05/18/2021 ∙ by Yuanming Li, et al. ∙ 0 ∙ share

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CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes

Garment transfer shows great potential in realistic applications with th...
05/12/2021 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions

Generating videos from text is a challenging task due to its high comput...
04/30/2021 ∙ by Chenfei Wu, et al. ∙ 14 ∙ share

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Mutual Graph Learning for Camouflaged Object Detection

Automatically detecting/segmenting object(s) that blend in with their su...
04/03/2021 ∙ by Qiang Zhai, et al. ∙ 0 ∙ share

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Graph-Based Topological Exploration Planning in Large-Scale 3D Environments

Currently, state-of-the-art exploration methods maintain high-resolution...
03/31/2021 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Active RIS vs. Passive RIS: Which Will Prevail in 6G?

From 1G to 5G, wireless channels have been traditionally considered to b...
03/28/2021 ∙ by Zijian Zhang, et al. ∙ 0 ∙ share

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Improving Authorship Verification using Linguistic Divergence

We propose an unsupervised solution to the Authorship Verification task ...
03/12/2021 ∙ by Yifan Zhang, et al. ∙ 0 ∙ share

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ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation

Interpreting human actions requires understanding the spatial and tempor...
02/26/2021 ∙ by Yu Liu, et al. ∙ 0 ∙ share

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CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

Semi-supervised learning on class-imbalanced data, although a realistic ...
02/18/2021 ∙ by Chen Wei, et al. ∙ 0 ∙ share

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Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences

Finding good correspondences is a critical prerequisite in many feature ...
01/31/2021 ∙ by Zhi Chen, et al. ∙ 0 ∙ share

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Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation

With the wide use of deep neural networks (DNN), model interpretability ...
01/18/2021 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems

Query rewriting (QR) systems are widely used to reduce the friction caus...
12/21/2020 ∙ by Yunmo Chen, et al. ∙ 0 ∙ share

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Multi-Aspect Sentiment Analysis with Latent Sentiment-Aspect Attribution

In this paper, we introduce a new framework called the sentiment-aspect ...
12/15/2020 ∙ by Yifan Zhang, et al. ∙ 0 ∙ share

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Fault-Aware Robust Control via Adversarial Reinforcement Learning

Robots have limited adaptation ability compared to humans and animals in...
11/17/2020 ∙ by Fan Yang, et al. ∙ 11 ∙ share

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PAMS: Quantized Super-Resolution via Parameterized Max Scale

Deep convolutional neural networks (DCNNs) have shown dominant performan...
11/09/2020 ∙ by Huixia Li, et al. ∙ 0 ∙ share

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Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification

Relation classification aims to extract semantic relations between entit...
10/30/2020 ∙ by Juan Li, et al. ∙ 0 ∙ share

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Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression

Hard parameter sharing for multi-task learning is widely used in empiric...
10/22/2020 ∙ by Hongyang R. Zhang, et al. ∙ 10 ∙ share

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Linear-time Temporal Logic with Team Semantics: Expressivity and Complexity

We study the expressivity and the model checking problem of linear tempo...
10/07/2020 ∙ by Jonni Virtema, et al. ∙ 0 ∙ share

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RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Despite the remarkable successes of Convolutional Neural Networks (CNNs)...
09/14/2020 ∙ by Hao Tan, et al. ∙ 14 ∙ share

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LaSOT: A High-quality Large-scale Single Object Tracking Benchmark

Despite great recent advances in visual tracking, its further developmen...
09/08/2020 ∙ by Heng Fan, et al. ∙ 8 ∙ share

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Edge statistics of large dimensional deformed rectangular matrices

We consider the edge statistics of large dimensional deformed rectangula...
09/01/2020 ∙ by Xiucai Ding, et al. ∙ 0 ∙ share

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A Calibration Approach to Transportability with Observational Data

An important consideration in clinical research studies is proper evalua...
08/15/2020 ∙ by Kevin P. Josey, et al. ∙ 0 ∙ share

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Tracy-Widom distribution for the edge eigenvalues of Gram type random matrices

Large dimensional Gram type matrices are common objects in high-dimensio...
08/10/2020 ∙ by Xiucai Ding, et al. ∙ 0 ∙ share

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Cascade Graph Neural Networks for RGB-D Salient Object Detection

In this paper, we study the problem of salient object detection (SOD) fo...
08/07/2020 ∙ by Ao Luo, et al. ∙ 11 ∙ share

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PIC-Net: Point Cloud and Image Collaboration Network for Large-Scale Place Recognition

Place recognition is one of the hot research fields in automation techno...
08/03/2020 ∙ by Yuheng Lu, et al. ∙ 31 ∙ share

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Machine Learning Explanations to Prevent Overtrust in Fake News Detection

Combating fake news and misinformation propagation is a challenging task...
07/24/2020 ∙ by Sina Mohseni, et al. ∙ 16 ∙ share

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ReMOTS: Self-Supervised Refining Multi-Object Tracking and Segmentation

We aim to improve the performance of Multiple Object Tracking and Segmen...
07/07/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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ReMOTS: Refining Multi-Object Tracking and Segmentation

We aim to improve the performance of Multiple Object Tracking and Segmen...
07/07/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Birds of a Feather Flock Together: Satirical News Detection via Language Model Differentiation

Satirical news is regularly shared in modern social media because it is ...
07/04/2020 ∙ by Yigeng Zhang, et al. ∙ 0 ∙ share

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An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks

With the widespread use of deep neural networks (DNNs) in high-stake app...
06/15/2020 ∙ by Ruixiang Tang, et al. ∙ 0 ∙ share

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Defending SVMs against Poisoning Attacks: the Hardness and DBSCAN Approach

Adversarial machine learning has attracted a great amount of attention i...
06/14/2020 ∙ by Hu Ding, et al. ∙ 60 ∙ share

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MSDU-net: A Multi-Scale Dilated U-net for Blur Detection

Blur detection is the separation of blurred and clear regions of an imag...
06/05/2020 ∙ by Fan Yang, et al. ∙ 15 ∙ share

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Acme: A Research Framework for Distributed Reinforcement Learning

Deep reinforcement learning has led to many recent-and groundbreaking-ad...
06/01/2020 ∙ by Matt Hoffman, et al. ∙ 22 ∙ share

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Linear spectral statistics of eigenvectors of anisotropic sample covariance matrices

Consider sample covariance matrices of the form Q:=Σ^1/2 X X^* Σ^1/2, wh...
05/03/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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How to reduce dimension with PCA and random projections?

In our "big data" age, the size and complexity of data is steadily incre...
05/01/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild

Unconstrained remote gaze estimation remains challenging mostly due to i...
04/07/2020 ∙ by Zhecan Wang, et al. ∙ 4 ∙ share

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XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation

In this paper, we introduce XGLUE, a new benchmark dataset to train larg...
04/03/2020 ∙ by Yaobo Liang, et al. ∙ 0 ∙ share

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Discrete-time Simulation of Stochastic Volterra Equations

We study discrete-time simulation schemes for stochastic Volterra equati...
04/01/2020 ∙ by Alexandre Richard, et al. ∙ 0 ∙ share

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EvolveGraph: Heterogeneous Multi-Agent Multi-Modal Trajectory Prediction with Evolving Interaction Graphs

Multi-agent interacting systems are prevalent in the world, from pure ph...
03/31/2020 ∙ by Jiachen Li, et al. ∙ 10 ∙ share

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On Metric DBSCAN with Low Doubling Dimension

The density based clustering method Density-Based Spatial Clustering of ...
02/27/2020 ∙ by Hu Ding, et al. ∙ 0 ∙ share

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A Data-Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimensions

In this paper, we consider the following query problem: given two weight...
02/27/2020 ∙ by Hu Ding, et al. ∙ 0 ∙ share

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A Data Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimension

In this paper, we consider the following query problem: given two weight...
02/27/2020 ∙ by Hu Ding, et al. ∙ 0 ∙ share

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Sample canonical correlation coefficients of high-dimensional random vectors: local law and Tracy-Widom limit

Consider two random vectors C_1^1/2x∈R^p and C_2^1/2y∈R^q, where the ent...
02/22/2020 ∙ by Fan Yang, et al. ∙ 0 ∙ share

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Fan Yang

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