b'Wei Zhang'

Augmentation Pathways Network for Visual Recognition

Data augmentation is practically helpful for visual recognition, especia...
07/26/2021 ∙ by Yalong Bai, et al. ∙ 3 ∙ share

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Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data

Recently, neural network compression schemes like channel pruning have b...
07/16/2021 ∙ by Jiandong Mu, et al. ∙ 9 ∙ share

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Cauchy Combination Test for Sparse Signals

Aggregating multiple effects is often encountered in large-scale data an...
07/13/2021 ∙ by Mingya Long, et al. ∙ 0 ∙ share

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Prior Aided Streaming Network for Multi-task Affective Recognitionat the 2nd ABAW2 Competition

Automatic affective recognition has been an important research topic in ...
07/08/2021 ∙ by Wei Zhang, et al. ∙ 5 ∙ share

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Instantaneous Capture Input for Balancing the Variable Height Inverted Pendulum

Balancing is a fundamental need for legged robots due to their unstable ...
06/28/2021 ∙ by Junwei Liu, et al. ∙ 0 ∙ share

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Bayesian Time-Varying Tensor Vector Autoregressive Models for Dynamic Effective Connectivity

Recent developments in functional magnetic resonance imaging (fMRI) inve...
06/26/2021 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving

Aiming at facilitating a real-world, ever-evolving and scalable autonomo...
06/21/2021 ∙ by Jianhua Han, et al. ∙ 20 ∙ share

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One Million Scenes for Autonomous Driving: ONCE Dataset

Current perception models in autonomous driving have become notorious fo...
06/21/2021 ∙ by Jiageng Mao, et al. ∙ 7 ∙ share

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On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation

In the recent advances of natural language processing, the scale of the ...
06/09/2021 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Focus on Local: Detecting Lane Marker from Bottom Up via Key Point

Mainstream lane marker detection methods are implemented by predicting t...
05/28/2021 ∙ by Zhan Qu, et al. ∙ 4 ∙ share

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Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Advancements in deep learning and machine learning algorithms have enabl...
05/25/2021 ∙ by Ruchir Puri, et al. ∙ 13 ∙ share

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Distance-based regression analysis for measuring associations

Distance-based regression model, as a nonparametric multivariate method,...
05/21/2021 ∙ by Yuke Shi, et al. ∙ 0 ∙ share

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TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

Dynamic graph modeling has recently attracted much attention due to its ...
05/17/2021 ∙ by Lu Wang, et al. ∙ 11 ∙ share

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Billion-scale Pre-trained E-commerce Product Knowledge Graph Model

In recent years, knowledge graphs have been widely applied to organize d...
05/02/2021 ∙ by Wen Zhang, et al. ∙ 48 ∙ share

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ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training

Large-scale distributed training of Deep Neural Networks (DNNs) on state...
04/21/2021 ∙ by Chia-Yu Chen, et al. ∙ 1 ∙ share

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Points as Queries: Weakly Semi-supervised Object Detection by Points

We propose a novel point annotated setting for the weakly semi-supervise...
04/15/2021 ∙ by Liangyu Chen, et al. ∙ 25 ∙ share

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Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications

Jittering effects significantly degrade the performance of UAV communica...
04/13/2021 ∙ by Wei Wang, et al. ∙ 0 ∙ share

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VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations

Word vector embeddings have been shown to contain and amplify biases in ...
04/06/2021 ∙ by Archit Rathore, et al. ∙ 4 ∙ share

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UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

Human behavior understanding with unmanned aerial vehicles (UAVs) is of ...
04/02/2021 ∙ by Tianjiao Li, et al. ∙ 17 ∙ share

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Exploiting Relationship for Complex-scene Image Generation

The significant progress on Generative Adversarial Networks (GANs) has f...
04/01/2021 ∙ by Tianyu Hua, et al. ∙ 4 ∙ share

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Source-Free Domain Adaptation for Semantic Segmentation

Unsupervised Domain Adaptation (UDA) can tackle the challenge that convo...
03/30/2021 ∙ by Yuang Liu, et al. ∙ 20 ∙ share

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Robust Feedback Motion Policy Design Using Reinforcement Learning on a 3D Digit Bipedal Robot

In this paper, a hierarchical and robust framework for learning bipedal ...
03/29/2021 ∙ by Guillermo A. Castillo, et al. ∙ 0 ∙ share

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Zero-shot Adversarial Quantization

Model quantization is a promising approach to compress deep neural netwo...
03/29/2021 ∙ by Yuang Liu, et al. ∙ 13 ∙ share

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Enhancing the Generalization Performance and Speed Up Training for DRL-based Mapless Navigation

Training an agent to navigate with DRL is data-hungry, which requires mi...
03/22/2021 ∙ by Wei Zhang, et al. ∙ 9 ∙ share

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Social Link Inference via Multi-View Matching Network from Spatio-Temporal Trajectories

In this paper, we investigate the problem of social link inference in a ...
03/20/2021 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Adaptive Multi-Teacher Multi-level Knowledge Distillation

Knowledge distillation (KD) is an effective learning paradigm for improv...
03/06/2021 ∙ by Yuang Liu, et al. ∙ 18 ∙ share

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Graph-Based Tri-Attention Network for Answer Ranking in CQA

In community-based question answering (CQA) platforms, automatic answer ...
03/05/2021 ∙ by Wei Zhang, et al. ∙ 2 ∙ share

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Massive Self-Assembly in Grid Environments

Self-assembly plays an essential role in many natural processes, involvi...
02/05/2021 ∙ by Wenjie Chu, et al. ∙ 0 ∙ share

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Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose

Electronic nose proves its effectiveness in alternativeherbal medicine c...
02/05/2021 ∙ by Li Liu, et al. ∙ 12 ∙ share

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Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation

In Speech Emotion Recognition (SER), emotional characteristics often app...
02/03/2021 ∙ by Mingke Xu, et al. ∙ 9 ∙ share

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MUSE: Multi-Scale Temporal Features Evolution for Knowledge Tracing

Transformer based knowledge tracing model is an extensively studied prob...
01/30/2021 ∙ by Chengwei Zhang, et al. ∙ 0 ∙ share

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AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence

Convolutional neural networks (CNN) have been widely used for boosting t...
01/25/2021 ∙ by Yunhe Wang, et al. ∙ 35 ∙ share

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Predictive Wireless Based Status Update for Communication-Agnostic Sampling

In a wireless network that conveys status updates from sources (i.e., se...
01/22/2021 ∙ by Zhiyuan Jiang, et al. ∙ 0 ∙ share

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Hierarchical Passive Beamforming for Reconfigurable Intelligent Surface Aided Communications

This letter considers a multiple-input single-output (MISO) downlink com...
01/18/2021 ∙ by Chang Cai, et al. ∙ 0 ∙ share

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Take More Positives: A Contrastive Learning Framework for Unsupervised Person Re-Identification

Exploring the relationship between examples without manual annotations i...
01/12/2021 ∙ by Xuanyu He, et al. ∙ 11 ∙ share

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SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II

AlphaStar, the AI that reaches GrandMaster level in StarCraft II, is a r...
12/24/2020 ∙ by Xiangjun Wang, et al. ∙ 18 ∙ share

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Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System

Decision trees are machine learning models commonly used in various appl...
12/11/2020 ∙ by Zhe Lin, et al. ∙ 6 ∙ share

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Underactuated Motion Planning and Control for Jumping with Wheeled-Bipedal Robots

This paper studies jumping for wheeled-bipedal robots, a motion that tak...
12/11/2020 ∙ by Hua Chen, et al. ∙ 0 ∙ share

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Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning

Human judgments of word similarity have been a popular method of evaluat...
12/03/2020 ∙ by Wei Zhang, et al. ∙ 5 ∙ share

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Outlier-robust Kalman Filter in the Presence of Correlated Measurements

We consider the robust filtering problem for a state-space model with ou...
11/26/2020 ∙ by Hongwei Wang, et al. ∙ 0 ∙ share

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Non-reversible sampling schemes on submanifolds

Calculating averages with respect to probability measures on submanifold...
11/05/2020 ∙ by Upanshu Sharma, et al. ∙ 0 ∙ share

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Merchant Category Identification Using Credit Card Transactions

Digital payment volume has proliferated in recent years with the rapid g...
11/05/2020 ∙ by Chin-Chia Michael Yeh, et al. ∙ 7 ∙ share

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Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction

In recent years, distantly-supervised relation extraction has achieved a...
10/30/2020 ∙ by Tong Zhu, et al. ∙ 4 ∙ share

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Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction

Current supervised relational triple extraction approaches require huge ...
10/30/2020 ∙ by Haiyang Yu, et al. ∙ 11 ∙ share

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Learn to Navigate Maplessly with Varied LiDAR Configurations: A Support Point Based Approach

Deep reinforcement learning (DRL) demonstrates great potential in maples...
10/20/2020 ∙ by Wei Zhang, et al. ∙ 6 ∙ share

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G-DARTS-A: Groups of Channel Parallel Sampling with Attention

Differentiable Architecture Search (DARTS) provides a baseline for searc...
10/16/2020 ∙ by Zhaowen Wang, et al. ∙ 0 ∙ share

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How Can Self-Attention Networks Recognize Dyck-n Languages?

We focus on the recognition of Dyck-n (𝒟_n) languages with self-attentio...
10/09/2020 ∙ by Javid Ebrahimi, et al. ∙ 0 ∙ share

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Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph

Multi-hop reasoning has been widely studied in recent years to seek an e...
10/05/2020 ∙ by Xin Lv, et al. ∙ 0 ∙ share

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Finite-Time Analysis for Double Q-learning

Although Q-learning is one of the most successful algorithms for finding...
09/29/2020 ∙ by Huaqing Xiong, et al. ∙ 5 ∙ share

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Kernel Based Progressive Distillation for Adder Neural Networks

Adder Neural Networks (ANNs) which only contain additions bring us a new...
09/28/2020 ∙ by Yixing Xu, et al. ∙ 2 ∙ share

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Wei Zhang

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