b'Yifan Sun'

research

∙ 09/05/2023

A Lightweight and Transferable Design for Robust LEGO Manipulation

LEGO is a well-known platform for prototyping pixelized objects. However...

0 Ruixuan Liu, et al. ∙

research

∙ 08/25/2023

Learn With Imagination: Safe Set Guided State-wise Constrained Policy Optimization

Deep reinforcement learning (RL) excels in various control tasks, yet th...

0 Weiye Zhao, et al. ∙

research

∙ 06/21/2023

State-wise Constrained Policy Optimization

Reinforcement Learning (RL) algorithms have shown tremendous success in ...

0 Weiye Zhao, et al. ∙

research

∙ 05/29/2023

Jigsaw: Learning to Assemble Multiple Fractured Objects

Automated assembly of 3D fractures is essential in orthopedics, archaeol...

0 Jiaxin Lu, et al. ∙

research

∙ 05/28/2023

Whitening-based Contrastive Learning of Sentence Embeddings

This paper presents a whitening-based contrastive learning method for se...

0 Wenjie Zhuo, et al. ∙

research

∙ 05/25/2023

Fast Online Node Labeling for Very Large Graphs

This paper studies the online node classification problem under a transd...

0 Baojian Zhou, et al. ∙

research

∙ 05/25/2023

Robotic LEGO Assembly and Disassembly from Human Demonstration

This paper studies automatic prototyping using LEGO. To satisfy individu...

0 Ruixuan Liu, et al. ∙

research

∙ 05/23/2023

GUARD: A Safe Reinforcement Learning Benchmark

Due to the trial-and-error nature, it is typically challenging to apply ...

0 Weiye Zhao, et al. ∙

research

∙ 05/17/2023

On the Difficulty of Intersection Checking with Polynomial Zonotopes

Polynomial zonotopes, a non-convex set representation, have a wide range...

0 Yushen Huang, et al. ∙

research

∙ 04/20/2023

Feature-compatible Progressive Learning for Video Copy Detection

Video Copy Detection (VCD) has been developed to identify instances of u...

0 Wenhao Wang, et al. ∙

research

∙ 04/18/2023

Hybrid Task Constrained Planner for Robot Manipulator in Confined Environment

Trajectory generation in confined environment is crucial for wide adopti...

0 Yifan Sun, et al. ∙

research

∙ 04/14/2023

DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection

This paper presents a DETR-based method for cross-domain weakly supervis...

0 Zongheng Tang, et al. ∙

research

∙ 04/13/2023

TransHP: Image Classification with Hierarchical Prompting

This paper explores a hierarchical prompting mechanism for the hierarchi...

0 Wenhao Wang, et al. ∙

research

∙ 04/04/2023

Reducing Discretization Error in the Frank-Wolfe Method

The Frank-Wolfe algorithm is a popular method in structurally constraine...

0 Zhaoyue Chen, et al. ∙

research

∙ 03/18/2023

Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis

This paper explores an expression-related self-supervised learning (SSL)...

0 Fanglei Xue, et al. ∙

research

∙ 03/17/2023

A Unified Continual Learning Framework with General Parameter-Efficient Tuning

The "pre-training → downstream adaptation" presents both new opportuniti...

0 Qiankun Gao, et al. ∙

research

∙ 03/16/2023

Unsupervised Facial Expression Representation Learning with Contrastive Local Warping

This paper investigates unsupervised representation learning for facial ...

0 Fanglei Xue, et al. ∙

research

∙ 02/07/2023

MMA-RNN: A Multi-level Multi-task Attention-based Recurrent Neural Network for Discrimination and Localization of Atrial Fibrillation

The automatic detection of atrial fibrillation based on electrocardiogra...

0 Yifan Sun, et al. ∙

research

∙ 02/07/2023

What Do We Mean When We Talk about Trust in Social Media? A Systematic Review

Do people trust social media? If so, why, in what contexts, and how does...

0 Yixuan Zhang, et al. ∙

research

∙ 11/30/2022

Biomarker-guided heterogeneity analysis of genetic regulations via multivariate sparse fusion

Heterogeneity is a hallmark of many complex diseases. There are multiple...

0 Sanguo Zhang, et al. ∙

research

∙ 11/28/2022

Robust structured heterogeneity analysis approach for high-dimensional data

Revealing relationships between genes and disease phenotypes is a critic...

0 Yifan Sun, et al. ∙

research

∙ 11/28/2022

Regression-based heterogeneity analysis to identify overlapping subgroup structure in high-dimensional data

Heterogeneity is a hallmark of complex diseases. Regression-based hetero...

0 Ziye Luo, et al. ∙

research

∙ 11/28/2022

Semisoft Task Clustering for Multi-Task Learning

Multi-task learning (MTL) aims to improve the performance of multiple re...

0 Yuzhao Zhang, et al. ∙

research

∙ 11/28/2022

An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regression

High-dimensional linear regression model is the most popular statistical...

0 Xue Yu, et al. ∙

research

∙ 11/28/2022

Subgroup analysis for the functional linear model

Classical functional linear regression models the relationship between a...

0 Yifan Sun, et al. ∙

research

∙ 11/09/2022

Approximate backwards differentiation of gradient flow

The gradient flow (GF) is an ODE for which its explicit Euler's discreti...

0 Yushen Huang, et al. ∙

research

∙ 11/08/2022

Clustered Federated Learning based on Nonconvex Pairwise Fusion

This study investigates clustered federated learning (FL), one of the fo...

0 Xue Yu, et al. ∙

research

∙ 11/07/2022

Generalizable Re-Identification from Videos with Cycle Association

In this paper, we are interested in learning a generalizable person re-i...

0 Zhongdao Wang, et al. ∙

research

∙ 10/14/2022

A Multistep Frank-Wolfe Method

The Frank-Wolfe algorithm has regained much interest in its use in struc...

0 Zhaoyue Chen, et al. ∙

research

∙ 10/13/2022

Feature-Proxy Transformer for Few-Shot Segmentation

Few-shot segmentation (FSS) aims at performing semantic segmentation on ...

8 Jian-Wei Zhang, et al. ∙

research

∙ 07/26/2022

V^2L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval

Product retrieval is of great importance in the ecommerce domain. This p...

4 Wenhao Wang, et al. ∙

research

∙ 07/26/2022

Visualization Design Practices in a Crisis: Behind the Scenes with COVID-19 Dashboard Creators

During the COVID-19 pandemic, a number of data visualizations were creat...

0 Yixuan Zhang, et al. ∙

research

∙ 07/21/2022

UFO: Unified Feature Optimization

This paper proposes a novel Unified Feature Optimization (UFO) paradigm ...

0 Teng Xi, et al. ∙

research

∙ 06/29/2022

SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving

Detection And Tracking of Moving Objects (DATMO) is an essential compone...

0 Yining Shi, et al. ∙

research

∙ 05/24/2022

A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection

Image copy detection (ICD) aims to determine whether a query image is an...

0 Wenhao Wang, et al. ∙

research

∙ 05/24/2022

Learning for Expressive Task-Related Sentence Representations

NLP models learn sentence representations for downstream tasks by tuning...

0 Xueying Bai, et al. ∙

research

∙ 05/24/2022

Accelerating Frank-Wolfe via Averaging Step Directions

The Frank-Wolfe method is a popular method in sparse constrained optimiz...

0 Zhaoyue Chen, et al. ∙

research

∙ 03/03/2022

Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains

Cross-domain person re-identification (re-ID), such as unsupervised doma...

1 Yongxing Dai, et al. ∙

research

∙ 02/08/2022

Results and findings of the 2021 Image Similarity Challenge

The 2021 Image Similarity Challenge introduced a dataset to serve as a n...

9 Zoe Papakipos, et al. ∙

research

∙ 01/17/2022

Action Keypoint Network for Efficient Video Recognition

Reducing redundancy is crucial for improving the efficiency of video rec...

11 Xu Chen, et al. ∙

research

∙ 12/15/2021

Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval

This paper tackles the Zero-Shot Sketch-Based Image Retrieval (ZS-SBIR) ...

0 Zongheng Huang, et al. ∙

research

∙ 11/13/2021

Bag of Tricks and A Strong baseline for Image Copy Detection

Image copy detection is of great importance in real-life social media. I...

0 Wenhao Wang, et al. ∙

research

∙ 11/13/2021

D^2LV: A Data-Driven and Local-Verification Approach for Image Copy Detection

Image copy detection is of great importance in real-life social media. I...

0 Wenhao Wang, et al. ∙

research

∙ 10/04/2021

Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework

Model smoothing is of central importance for obtaining a reliable teache...

0 Tengteng Huang, et al. ∙

research

∙ 08/05/2021

IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID

Unsupervised domain adaptive person re-identification (UDA re-ID) aims a...

3 Yongxing Dai, et al. ∙

research

∙ 07/02/2021

Screening for a Reweighted Penalized Conditional Gradient Method

The conditional gradient method (CGM) is widely used in large-scale spar...

0 Yifan Sun, et al. ∙

research

∙ 06/29/2021

Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets

In this paper, we propose approximate Frank-Wolfe (FW) algorithms to sol...

0 Baojian Zhou, et al. ∙

research

∙ 04/02/2021

Daisen: A Framework for Visualizing Detailed GPU Execution

Graphics Processing Units (GPUs) have been widely used to accelerate art...

0 Yifan Sun, et al. ∙

research

∙ 03/22/2021

Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales

This paper introduces a new fundamental characteristic, , the dynamic ra...

0 Yifan Sun, et al. ∙

research

∙ 01/12/2021

Mapping the Landscape of COVID-19 Crisis Visualizations

In response to COVID-19, a vast number of visualizations have been creat...

0 Yixuan Zhang, et al. ∙

Yifan Sun

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