Ran Xu | DeepAI

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Featured Co-authors

Jun Wang
329 publications
Wei Chen
285 publications
Chao Zhang
199 publications
Caiming Xiong
192 publications
Stefano Ermon
153 publications
Silvio Savarese
122 publications
Richard Socher
111 publications
Yun Fu
91 publications
Larry S. Davis
91 publications
Gang Chen
84 publications
Yue Yu
83 publications

∙ 03/17/2023

GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation

Text-to-image (T2I) models based on diffusion processes have achieved re...

0 Can Qin, et al. ∙

∙ 03/16/2023

HIVE: Harnessing Human Feedback for Instructional Visual Editing

Incorporating human feedback has been shown to be crucial to align text ...

0 Shu Zhang, et al. ∙

∙ 03/09/2023

Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation

Accurately estimating 3D hand pose is crucial for understanding how huma...

0 Qichen Fu, et al. ∙

∙ 01/10/2023

Neighborhood-Regularized Self-Training for Learning with Few Labels

Training deep neural networks (DNNs) with limited supervision has been a...

12 Ran Xu, et al. ∙

∙ 01/06/2023

Model-Agnostic Hierarchical Attention for 3D Object Detection

Transformers as versatile network architectures have recently seen great...

0 Manli Shu, et al. ∙

∙ 12/06/2022

Tackling Data Heterogeneity in Federated Learning with Class Prototypes

Data heterogeneity across clients in federated learning (FL) settings is...

0 Yutong Dai, et al. ∙

∙ 08/03/2022

TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation

Text-VQA aims at answering questions that require understanding the text...

5 Jun Wang, et al. ∙

∙ 04/27/2022

Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework

Current contrastive learning frameworks focus on leveraging a single sup...

0 Shu Zhang, et al. ∙

∙ 12/24/2021

Virtuoso: Video-based Intelligence for real-time tuning on SOCs

Efficient and adaptive computer vision systems have been proposed to mak...

7 Jayoung Lee, et al. ∙

∙ 12/15/2021

Value Retrieval with Arbitrary Queries for Form-like Documents

We propose value retrieval with arbitrary queries for form-like document...

5 Mingfei Gao, et al. ∙

∙ 12/08/2021

Burn After Reading: Online Adaptation for Cross-domain Streaming Data

In the context of online privacy, many methods propose complex privacy a...

0 Luyu Yang, et al. ∙

∙ 11/18/2021

Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes

Despite great progress in object detection, most existing methods are li...

7 Mingfei Gao, et al. ∙

∙ 10/08/2021

Robustness Evaluation of Transformer-based Form Field Extractors via Form Attacks

We propose a novel framework to evaluate the robustness of transformer-b...

0 Le Xue, et al. ∙

∙ 10/08/2021

Field Extraction from Forms with Unlabeled Data

We propose a novel framework to conduct field extraction from forms with...

6 Mingfei Gao, et al. ∙

∙ 09/29/2021

MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation

Few-shot learning is a standard practice in most deep learning based his...

0 Zheng Yuan, et al. ∙

∙ 12/09/2020

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads

With diverse IoT workloads, placing compute and analytics close to where...

7 Karthick Shankar, et al. ∙

∙ 10/21/2020

ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles

Advanced video analytic systems, including scene classification and obje...

6 Ran Xu, et al. ∙

∙ 06/05/2020

WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos

Online action detection in untrimmed videos aims to identify an action a...

0 Mingfei Gao, et al. ∙

∙ 05/15/2020

New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges

The field of IoT has blossomed and is positively influencing many applic...

0 Saurabh Bagchi, et al. ∙

∙ 01/15/2020

Proposal Learning for Semi-Supervised Object Detection

In this paper, we focus on semi-supervised object detection to boost acc...

11 Peng Tang, et al. ∙

∙ 11/11/2019

Context-aware Active Multi-Step Reinforcement Learning

Reinforcement learning has attracted great attention recently, especiall...

0 Gang Chen, et al. ∙

∙ 08/28/2019

ApproxNet: Content and Contention Aware Video Analytics System for the Edge

Videos take lot of time to transport over the network, hence running ana...

0 Ran Xu, et al. ∙

∙ 06/18/2019

TempoCave: Visualizing Dynamic Connectome Datasets to Support Cognitive Behavioral Therapy

We introduce TempoCave, a novel visualization application for analyzing ...

0 Ran Xu, et al. ∙

∙ 10/21/2014

Compositional Structure Learning for Action Understanding

The focus of the action understanding literature has predominately been ...

0 Ran Xu, et al. ∙

∙ 01/03/2012

Random Forests for Metric Learning with Implicit Pairwise Position Dependence

Metric learning makes it plausible to learn distances for complex distri...

0 Caiming Xiong, et al. ∙