b'Wei Zhang'

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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Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction

Fine-tuning pre-trained models have achieved impressive performance on s...
09/14/2020 ∙ by Ningyu Zhang, et al. ∙ 0 ∙ share

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DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning

Knowledge Graph Embedding (KGE) is a popular method for KG reasoning and...
09/13/2020 ∙ by Yushan Zhu, et al. ∙ 14 ∙ share

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Multi-Authority Ciphertext-Policy Attribute Based Encryption With Accountability

Attribute-based encryption (ABE) is a promising tool for implementing fi...
09/10/2020 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Joint Beam Training and Positioning For Intelligent Reflecting Surfaces Assisted Millimeter Wave Communications

Intelligent reflecting surface (IRS) offers a cost effective solution to...
09/08/2020 ∙ by Wei Wang, et al. ∙ 0 ∙ share

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Scalable Light-Weight Integration of FPGA Based Accelerators with Chip Multi-Processors

Modern multicore systems are migrating from homogeneous systems to heter...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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Decision Tree Based Hardware Power Monitoring for Run Time Dynamic Power Management in FPGA

Fine-grained runtime power management techniques could be promising solu...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power

As field-programmable gate arrays become prevalent in critical applicati...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA

Decision trees are machine learning models commonly used in various appl...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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HL-Pow: A Learning-Based Power Modeling Framework for High-Level Synthesis

High-level synthesis (HLS) enables designers to customize hardware desig...
09/02/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator

We present an imitation learning method for autonomous drone patrolling ...
08/30/2020 ∙ by Yue Fan, et al. ∙ 7 ∙ share

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Products-10K: A Large-scale Product Recognition Dataset

With the rapid development of electronic commerce, the way of shopping h...
08/24/2020 ∙ by Yalong Bai, et al. ∙ 6 ∙ share

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A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy

As deep learning models are usually massive and complex, distributed lea...
08/21/2020 ∙ by Jie Xu, et al. ∙ 10 ∙ share

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Autonomous Social Distancing in Urban Environments using a Quadruped Robot

COVID-19 pandemic has become a global challenge faced by people all over...
08/20/2020 ∙ by Tingxiang Fan, et al. ∙ 0 ∙ share

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Cluster-level Feature Alignment for Person Re-identification

Instance-level alignment is widely exploited for person re-identificatio...
08/15/2020 ∙ by Qiuyu Chen, et al. ∙ 6 ∙ share

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GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes

The task of room layout estimation is to locate the wall-floor, wall-cei...
08/14/2020 ∙ by Weidong Zhang, et al. ∙ 37 ∙ share

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Wei Zhang

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