b'Yi Wei'

research

∙ 05/25/2023

Stecformer: Spatio-temporal Encoding Cascaded Transformer for Multivariate Long-term Time Series Forecasting

Multivariate long-term time series forecasting is of great application a...

0 Zheng Sun, et al. ∙

research

∙ 03/16/2023

SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving

3D scene understanding plays a vital role in vision-based autonomous dri...

0 Yi Wei, et al. ∙

research

∙ 03/07/2023

OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

Semantic occupancy perception is essential for autonomous driving, as au...

0 Xiaofeng Wang, et al. ∙

research

∙ 12/21/2022

Strategic multi-task coordination over regular networks of robots with limited computation and communication capabilities

Coordination is a desirable feature in multi-agent systems, allowing the...

0 Yi Wei, et al. ∙

research

∙ 10/23/2022

Fast Beam Alignment via Pure Exploration in Multi-armed Bandits

The beam alignment (BA) problem consists in accurately aligning the tran...

0 Yi Wei, et al. ∙

research

∙ 08/06/2022

Smart Explorer: Recognizing Objects in Dense Clutter via Interactive Exploration

Recognizing objects in dense clutter accurately plays an important role ...

7 Zhenyu Wu, et al. ∙

research

∙ 04/07/2022

SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation

Depth estimation from images serves as the fundamental step of 3D percep...

1 Yi Wei, et al. ∙

research

∙ 03/28/2022

LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection

In this paper, we propose the LiDAR Distillation to bridge the domain ga...

23 Yi Wei, et al. ∙

research

∙ 01/19/2022

A Confidence-based Iterative Solver of Depths and Surface Normals for Deep Multi-view Stereo

In this paper, we introduce a deep multi-view stereo (MVS) system that j...

8 Wang Zhao, et al. ∙

research

∙ 12/27/2021

Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement

Cross-Lingual Information Retrieval (CLIR) aims to rank the documents wr...

7 Fuwei Zhang, et al. ∙

research

∙ 09/02/2021

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

In this work, we present a new multi-view depth estimation method that u...

1 Yi Wei, et al. ∙

research

∙ 08/17/2021

RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection

3D point cloud understanding has made great progress in recent years. Ho...

12 Yongming Rao, et al. ∙

research

∙ 05/17/2021

FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection

In this paper, we investigate the problem of weakly supervised 3D vehicl...

6 Yi Wei, et al. ∙

research

∙ 03/01/2021

DST: Data Selection and joint Training for Learning with Noisy Labels

Training a deep neural network heavily relies on a large amount of train...

1 Yi Wei, et al. ∙

research

∙ 02/12/2021

Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks

A bipartite network is a graph structure where nodes are from two distin...

4 Hansheng Xue, et al. ∙

research

∙ 01/22/2021

Network Clustering for Multi-task Learning

The Multi-Task Learning (MTL) technique has been widely studied by word-...

0 Dehong Gao, et al. ∙

research

∙ 01/09/2021

Channel Estimation for IRS-aided Multiuser Communications with Reduced Error Propagation

Intelligent reflecting surface (IRS) has emerged as a promising paradigm...

0 Yi Wei, et al. ∙

research

∙ 12/18/2020

SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation

Most existing point cloud instance and semantic segmentation methods hea...

16 An Tao, et al. ∙

research

∙ 12/02/2020

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds

In this paper, we propose Point-Voxel Recurrent All-Pairs Field Transfor...

6 Yi Wei, et al. ∙

research

∙ 06/11/2020

A PDD Decoder for Binary Linear Codes With Neural Check Polytope Projection

Linear Programming (LP) is an important decoding technique for binary li...

0 Yi Wei, et al. ∙

research

∙ 05/20/2020

FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval

In this paper, we address the text and image matching in cross-modal ret...

8 Dehong Gao, et al. ∙

research

∙ 05/14/2020

Deep Hierarchical Classification for Category Prediction in E-commerce System

In e-commerce system, category prediction is to automatically predict ca...

0 Dehong Gao, et al. ∙

research

∙ 04/01/2020

Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN

Network embedding aims to learn low-dimensional representations of nodes...

1 Hansheng Xue, et al. ∙

research

∙ 02/14/2020

ADMM-based Decoder for Binary Linear Codes Aided by Deep Learning

Inspired by the recent advances in deep learning (DL), this work present...

0 Yi Wei, et al. ∙

research

∙ 06/10/2019

Learned Conjugate Gradient Descent Network for Massive MIMO Detection

In this work, we consider the use of model-driven deep learning techniqu...

0 Yi Wei, et al. ∙

research

∙ 04/14/2019

Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction

In this paper, we present a new perspective towards image-based shape ge...

0 Yi Wei, et al. ∙

research

∙ 06/19/2018

A Novel Mobile Data Contract Design with Time Flexibility

In conventional mobile data plans, the unused data will be cleared at th...

0 Yi Wei, et al. ∙

research

∙ 05/06/2018

Quantization Mimic: Towards Very Tiny CNN for Object Detection

In this paper, we propose a simple and general framework for training ve...

0 Yi Wei, et al. ∙

research

∙ 04/26/2018

Two-Stream Binocular Network: Accurate Near Field Finger Detection Based On Binocular Images

Fingertip detection plays an important role in human computer interactio...

0 Yi Wei, et al. ∙

research

∙ 03/20/2018

An Improved Evaluation Framework for Generative Adversarial Networks

In this paper, we propose an improved quantitative evaluation framework ...

0 Shaohui Liu, et al. ∙

Yi Wei

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