Qian Huang | DeepAI

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∙ 08/24/2023

DD-GCN: Directed Diffusion Graph Convolutional Network for Skeleton-based Human Action Recognition

Graph Convolutional Networks (GCNs) have been widely used in skeleton-ba...

0 Chang Li, et al. ∙

∙ 08/19/2023

Poisson quadrature method of moments for 2D kinetic equations with velocity of constant magnitude

This work is concerned with kinetic equations with velocity of constant ...

0 Yihong Chen, et al. ∙

∙ 08/07/2023

Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network

Nucleus image segmentation is a crucial step in the analysis, pathologic...

0 Junzhou Chen, et al. ∙

∙ 08/05/2023

A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification

Cervical cancer is one of the most severe diseases threatening women's h...

0 Linyi Qian, et al. ∙

∙ 07/27/2023

Med-Flamingo: a Multimodal Medical Few-shot Learner

Medicine, by its nature, is a multifaceted domain that requires the synt...

0 Michael Moor, et al. ∙

∙ 06/16/2023

Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness

Language model training in distributed settings is limited by the commun...

0 Eric Zelikman, et al. ∙

∙ 06/13/2023

Stability analysis of an extended quadrature method of moments for kinetic equations

This paper performs a stability analysis of a class of moment closure sy...

0 Ruixi Zhang, et al. ∙

∙ 05/24/2023

Lexinvariant Language Models

Token embeddings, a mapping from discrete lexical symbols to continuous ...

0 Qian Huang, et al. ∙

∙ 05/21/2023

PRODIGY: Enabling In-context Learning Over Graphs

In-context learning is the ability of a pretrained model to adapt to nov...

0 Qian Huang, et al. ∙

∙ 12/20/2022

Parsel: A Unified Natural Language Framework for Algorithmic Reasoning

Despite recent success in large language model (LLM) reasoning, LLMs sti...

0 Eric Zelikman, et al. ∙

∙ 11/16/2022

Holistic Evaluation of Language Models

Language models (LMs) are becoming the foundation for almost all major l...

21 Percy Liang, et al. ∙

∙ 10/13/2022

Few-shot Relational Reasoning via Connection Subgraph Pretraining

Few-shot knowledge graph (KG) completion task aims to perform inductive ...

10 Qian Huang, et al. ∙

∙ 07/05/2022

Array Camera Image Fusion using Physics-Aware Transformers

We demonstrate a physics-aware transformer for feature-based data fusion...

34 Qian Huang, et al. ∙

∙ 11/16/2021

SequentialPointNet: A strong parallelized point cloud sequence network for 3D action recognition

Point cloud sequences of 3D human actions exhibit unordered intra-frame ...

13 Xing Li, et al. ∙

∙ 06/30/2021

Edge Proposal Sets for Link Prediction

Graphs are a common model for complex relational data such as social net...

10 Abhay Singh, et al. ∙

∙ 01/19/2021

Human Action Recognition Based on Multi-scale Feature Maps from Depth Video Sequences

Human action recognition is an active research area in computer vision. ...

0 Chang Li, et al. ∙

∙ 11/17/2020

Equilibrium Stability Analysis of Hyperbolic Shallow Water Moment Equations

In this paper we analyze the stability of equilibrium manifolds of hyper...

0 Qian Huang, et al. ∙

∙ 10/27/2020

Combining Label Propagation and Simple Models Out-performs Graph Neural Networks

Graph Neural Networks (GNNs) are the predominant technique for learning ...

0 Qian Huang, et al. ∙

∙ 03/09/2020

Set-Structured Latent Representations

Unstructured data often has latent component structure, such as the obje...

14 Qian Huang, et al. ∙

∙ 01/13/2020

AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets

Organs-at-risk (OAR) delineation in computed tomography (CT) is an impor...

6 Shanlin Sun, et al. ∙

∙ 07/23/2019

Enhancing Adversarial Example Transferability with an Intermediate Level Attack

Neural networks are vulnerable to adversarial examples, malicious inputs...

0 Qian Huang, et al. ∙

∙ 11/20/2018

Intermediate Level Adversarial Attack for Enhanced Transferability

Neural networks are vulnerable to adversarial examples, malicious inputs...

0 Qian Huang, et al. ∙

∙ 02/24/2018

Multispectral Image Intrinsic Decomposition via Low Rank Constraint

Multispectral images contain many clues of surface characteristics of th...

0 Qian Huang, et al. ∙

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