b'Chi Zhang'

research

∙ 09/18/2023

Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering

In this study, we address the challenge of 3D scene structure recovery f...

0 Chi Zhang, et al. ∙

research

∙ 09/18/2023

Learning Parallax for Stereo Event-based Motion Deblurring

Due to the extremely low latency, events have been recently exploited to...

0 Mingyuan Lin, et al. ∙

research

∙ 09/06/2023

An SPH formulation for general plate and shell structures with finite deformation and large rotation

In this paper, we propose a reduced-dimensional smoothed particle hydrod...

0 Dong Wu, et al. ∙

research

∙ 08/31/2023

PivotNet: Vectorized Pivot Learning for End-to-end HD Map Construction

Vectorized high-definition map online construction has garnered consider...

0 Wenjie Ding, et al. ∙

research

∙ 08/25/2023

DPF-Net: Combining Explicit Shape Priors in Deformable Primitive Field for Unsupervised Structural Reconstruction of 3D Objects

Unsupervised methods for reconstructing structures face significant chal...

0 Qingyao Shuai, et al. ∙

research

∙ 08/22/2023

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis

Recent strides in Text-to-3D techniques have been propelled by distillin...

0 Yiwen Chen, et al. ∙

research

∙ 08/21/2023

UbiPhysio: Support Daily Functioning, Fitness, and Rehabilitation with Action Understanding and Feedback in Natural Language

We introduce UbiPhysio, a milestone framework that delivers fine-grained...

0 Chongyang Wang, et al. ∙

research

∙ 08/21/2023

X-VoE: Measuring eXplanatory Violation of Expectation in Physical Events

Intuitive physics is pivotal for human understanding of the physical wor...

0 Bo Dai, et al. ∙

research

∙ 08/20/2023

MacFormer: Map-Agent Coupled Transformer for Real-time and Robust Trajectory Prediction

Predicting the future behavior of agents is a fundamental task in autono...

0 Chen Feng, et al. ∙

research

∙ 08/20/2023

StableLLaVA: Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data

The remarkable multimodal capabilities demonstrated by OpenAI's GPT-4 ha...

0 Yanda Li, et al. ∙

research

∙ 07/20/2023

Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image

Reconstructing accurate 3D scenes from images is a long-standing vision ...

0 Wei Yin, et al. ∙

research

∙ 07/07/2023

Brain in a Vat: On Missing Pieces Towards Artificial General Intelligence in Large Language Models

In this perspective paper, we first comprehensively review existing eval...

0 Yuxi Ma, et al. ∙

research

∙ 06/28/2023

Event Detection from Social Media Stream: Methods, Datasets and Opportunities

Social media streams contain large and diverse amount of information, ra...

0 Quanzhi Li, et al. ∙

research

∙ 06/17/2023

MachMap: End-to-End Vectorized Solution for Compact HD-Map Construction

This report introduces the 1st place winning solution for the Autonomous...

0 Limeng Qiao, et al. ∙

research

∙ 06/16/2023

End-to-End Vectorized HD-map Construction with Piecewise Bezier Curve

Vectorized high-definition map (HD-map) construction, which focuses on t...

0 Limeng Qiao, et al. ∙

research

∙ 06/01/2023

MEWL: Few-shot multimodal word learning with referential uncertainty

Without explicit feedback, humans can rapidly learn the meaning of words...

0 Guangyuan Jiang, et al. ∙

research

∙ 05/30/2023

StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation

The recent advancements in image-text diffusion models have stimulated r...

0 Chi Zhang, et al. ∙

research

∙ 05/08/2023

Leveraging Deep Learning and Digital Twins to Improve Energy Performance of Buildings

Digital transformation in buildings accumulates massive operational data...

0 Zhongjun Ni, et al. ∙

research

∙ 04/17/2023

Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings

Predicting pedestrian behavior when interacting with vehicles is one of ...

0 Chi Zhang, et al. ∙

research

∙ 04/04/2023

Deep Learning Based Joint Beamforming Design in IRS-Assisted Secure Communications

In this article, physical layer security (PLS) in an intelligent reflect...

0 Chi Zhang, et al. ∙

research

∙ 04/03/2023

Model-Agnostic Reachability Analysis on Deep Neural Networks

Verification plays an essential role in the formal analysis of safety-cr...

0 Chi Zhang, et al. ∙

research

∙ 03/29/2023

Plan4MC: Skill Reinforcement Learning and Planning for Open-World Minecraft Tasks

We study building a multi-task agent in Minecraft. Without human demonst...

0 Haoqi Yuan, et al. ∙

research

∙ 02/12/2023

Denoising and Prompt-Tuning for Multi-Behavior Recommendation

In practical recommendation scenarios, users often interact with items u...

0 Chi Zhang, et al. ∙

research

∙ 02/10/2023

XFL: A High Performace, Lightweighted Federated Learning Framework

This paper introduces XFL, an industrial-grade federated learning projec...

1 Hong Wang, et al. ∙

research

∙ 02/03/2023

Two-Stage Constrained Actor-Critic for Short Video Recommendation

The wide popularity of short videos on social media poses new opportunit...

0 Qingpeng Cai, et al. ∙

research

∙ 01/28/2023

Reachability Analysis of Neural Network Control Systems

Neural network controllers (NNCs) have shown great promise in autonomous...

0 Chi Zhang, et al. ∙

research

∙ 01/21/2023

Dynamic MLP for MRI Reconstruction

As convolutional neural networks (CNN) become the most successful recons...

0 Chi Zhang, et al. ∙

research

∙ 11/27/2022

BEAR: Physics-Principled Building Environment for Control and Reinforcement Learning

Recent advancements in reinforcement learning algorithms have opened doo...

0 Chi Zhang, et al. ∙

research

∙ 11/23/2022

Semantics-Preserving Sketch Embedding for Face Generation

With recent advances in image-to-image translation tasks, remarkable pro...

0 Binxin Yang, et al. ∙

research

∙ 11/18/2022

AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads

Data-intensive applications involving irregular memory streams are ineff...

0 Chi Zhang, et al. ∙

research

∙ 10/18/2022

Hierarchical Normalization for Robust Monocular Depth Estimation

In this paper, we address monocular depth estimation with deep neural ne...

0 Chi Zhang, et al. ∙

research

∙ 10/07/2022

Dual Clustering Co-teaching with Consistent Sample Mining for Unsupervised Person Re-Identification

In unsupervised person Re-ID, peer-teaching strategy leveraging two netw...

0 Zeqi Chen, et al. ∙

research

∙ 10/05/2022

On the Learning Mechanisms in Physical Reasoning

Is dynamics prediction indispensable for physical reasoning? If so, what...

0 Shiqian Li, et al. ∙

research

∙ 09/18/2022

Infrared: A Meta Bug Detector

The recent breakthroughs in deep learning methods have sparked a wave of...

0 Chi Zhang, et al. ∙

research

∙ 09/06/2022

MRF-PINN: A Multi-Receptive-Field convolutional physics-informed neural network for solving partial differential equations

Physics-informed neural networks (PINN) can achieve lower development an...

22 Shihong Zhang, et al. ∙

research

∙ 09/03/2022

A Markov Process Theory for Network Growth Processes of DAG-based Blockchain Systems

Note that the serial structure of blockchain has many essential pitfalls...

0 Xing-Shuo Song, et al. ∙

research

∙ 09/02/2022

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning

In Multi-Agent Reinforcement Learning, communication is critical to enco...

0 Diyi Hu, et al. ∙

research

∙ 08/23/2022

CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks

Few-shot segmentation aims to learn a segmentation model that can be gen...

0 Weide Liu, et al. ∙

research

∙ 07/21/2022

KD-MVS: Knowledge Distillation Based Self-supervised Learning for MVS

Supervised multi-view stereo (MVS) methods have achieved remarkable prog...

0 Yikang Ding, et al. ∙

research

∙ 07/21/2022

Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives

Recently, Implicit Neural Representations (INRs) parameterized by neural...

0 Wentao Yuan, et al. ∙

research

∙ 07/19/2022

Few-shot Open-set Recognition Using Background as Unknowns

Few-shot open-set recognition aims to classify both seen and novel image...

0 Nan Song, et al. ∙

research

∙ 07/12/2022

Level-set based pre-processing algorithm for particle-based methods

Obtaining high quality particle distribution representing clean geometry...

0 Yongchuan Yu, et al. ∙

research

∙ 06/30/2022

TENET: Transformer Encoding Network for Effective Temporal Flow on Motion Prediction

This technical report presents an effective method for motion prediction...

0 Yuting Wang, et al. ∙

research

∙ 06/26/2022

Automatic Generation of Product-Image Sequence in E-commerce

Product images are essential for providing desirable user experience in ...

9 Xiaochuan Fan, et al. ∙

research

∙ 06/18/2022

EST: Evaluating Scientific Thinking in Artificial Agents

Theoretical ideas and empirical research have shown us a seemingly surpr...

0 Manjie Xu, et al. ∙

research

∙ 06/01/2022

On the Perils of Cascading Robust Classifiers

Ensembling certifiably robust neural networks has been shown to be a pro...

0 Ravi Mangal, et al. ∙

research

∙ 05/28/2022

Multi-agent Databases via Independent Learning

Machine learning is rapidly being used in database research to improve t...

0 Chi Zhang, et al. ∙

research

∙ 05/26/2022

Constrained Reinforcement Learning for Short Video Recommendation

The wide popularity of short videos on social media poses new opportunit...

1 Qingpeng Cai, et al. ∙

research

∙ 05/21/2022

Scenario-based Multi-product Advertising Copywriting Generation for E-Commerce

In this paper, we proposed an automatic Scenario-based Multi-product Adv...

7 Xueying Zhang, et al. ∙

research

∙ 04/30/2022

Minimization of Secrecy Outage Probability in Reconfigurable Intelligent Surface-Assisted MIMOME System

This article investigates physical layer security (PLS) in reconfigurabl...

0 Yiliang Liu, et al. ∙

Chi Zhang

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