b'Wenhao Li'

research

∙ 05/26/2023

LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations

Can a Large Language Model (LLM) solve simple abstract reasoning problem...

0 Yudong Xu, et al. ∙

research

∙ 05/19/2023

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots

Diffusion models have made impressive progress in text-to-image synthesi...

0 Jinyi Hu, et al. ∙

research

∙ 05/18/2023

Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning

The difficulty of appropriately assigning credit is particularly heighte...

0 Wenhao Li, et al. ∙

research

∙ 05/10/2023

Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas

In multi-agent reinforcement learning, each agent acts to maximize its i...

0 Yun Hua, et al. ∙

research

∙ 05/08/2023

Information Design in Multi-Agent Reinforcement Learning

Reinforcement learning (RL) mimics how humans and animals interact with ...

0 Yue Lin, et al. ∙

research

∙ 05/05/2023

Deep Learning for Solving and Estimating Dynamic Macro-Finance Models

We develop a methodology that utilizes deep learning to simultaneously s...

0 Benjamin Fan, et al. ∙

research

∙ 04/27/2023

Interweaved Graph and Attention Network for 3D Human Pose Estimation

Despite substantial progress in 3D human pose estimation from a single-v...

0 Ti Wang, et al. ∙

research

∙ 03/10/2023

GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D Pose

3D human mesh recovery from a 2D pose plays an important role in various...

0 Yingxuan You, et al. ∙

research

∙ 03/03/2023

Feature Completion Transformer for Occluded Person Re-identification

Occluded person re-identification (Re-ID) is a challenging problem due t...

0 PetsTime, et al. ∙

research

∙ 02/23/2023

Diverse Policy Optimization for Structured Action Space

Enhancing the diversity of policies is beneficial for robustness, explor...

0 Wenhao Li, et al. ∙

research

∙ 02/20/2023

HTNet: Human Topology Aware Network for 3D Human Pose Estimation

3D human pose estimation errors would propagate along the human body top...

0 Jialun Cai, et al. ∙

research

∙ 01/31/2023

Learning Roles with Emergent Social Value Orientations

Social dilemmas can be considered situations where individual rationalit...

0 Wenhao Li, et al. ∙

research

∙ 11/20/2022

Algorithmic Decision-Making Safeguarded by Human Knowledge

Commercial AI solutions provide analysts and managers with data-driven b...

0 Ningyuan Chen, et al. ∙

research

∙ 11/14/2022

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention

Recently, powerful Transformer architectures have proven superior in gen...

0 Wenhao Li, et al. ∙

research

∙ 11/10/2022

Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense

Visual commonsense understanding requires Vision Language (VL) models to...

0 Zhecan Wang, et al. ∙

research

∙ 10/22/2022

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation

Variational Auto-Encoder (VAE) has been widely adopted in text generatio...

0 Jinyi Hu, et al. ∙

research

∙ 07/13/2022

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

The past several years have witnessed Variational Auto-Encoder's superio...

15 Jinyi Hu, et al. ∙

research

∙ 06/13/2022

GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation

Modern multi-layer perceptron (MLP) models have shown competitive result...

0 Wenhao Li, et al. ∙

research

∙ 02/21/2022

StyleBERT: Chinese pretraining by font style information

With the success of down streaming task using English pre-trained langua...

0 Chao Lv, et al. ∙

research

∙ 02/08/2022

Multi-Agent Path Finding with Prioritized Communication Learning

Multi-agent pathfinding (MAPF) has been widely used to solve large-scale...

0 Wenhao Li, et al. ∙

research

∙ 12/09/2021

VMAgent: Scheduling Simulator for Reinforcement Learning

A novel simulator called VMAgent is introduced to help RL researchers be...

0 Junjie Sheng, et al. ∙

research

∙ 11/24/2021

MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

Estimating 3D human poses from monocular videos is a challenging task du...

2 Wenhao Li, et al. ∙

research

∙ 11/15/2021

Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration

Medical image segmentation is one of the fundamental problems for artifi...

25 Wenhao Li, et al. ∙

research

∙ 06/03/2021

CCPM: A Chinese Classical Poetry Matching Dataset

Poetry is one of the most important art forms of human languages. Recent...

0 Wenhao Li, et al. ∙

research

∙ 05/23/2021

Weakly-supervised Cross-view 3D Human Pose Estimation

Although monocular 3D human pose estimation methods have made significan...

3 Guoliang Hua, et al. ∙

research

∙ 03/26/2021

Lifting Transformer for 3D Human Pose Estimation in Video

Despite great progress in video-based 3D human pose estimation, it is st...

0 Wenhao Li, et al. ∙

research

∙ 02/21/2021

Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition

Non-stationarity is one thorny issue in multi-agent reinforcement learni...

0 Wenhao Li, et al. ∙

research

∙ 02/09/2021

DHLink: A Microservice Platform supporting Rapid Application Development and Secure Real-time Data Sharing in Digital Health

Digital health applications that leverage multiple sources of patient da...

0 Wenhao Li, et al. ∙

research

∙ 02/09/2021

Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning

When solving a complex task, humans will spontaneously form teams and to...

0 Wenhao Li, et al. ∙

research

∙ 10/26/2020

Malicious Requests Detection with Improved Bidirectional Long Short-term Memory Neural Networks

Detecting and intercepting malicious requests are one of the most widely...

0 Wenhao Li, et al. ∙

research

∙ 09/17/2020

Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection

We consider a contextual online learning (multi-armed bandit) problem wi...

0 Wenhao Li, et al. ∙

research

∙ 04/17/2020

F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning

Traditional centralized multi-agent reinforcement learning (MARL) algori...

9 Wenhao Li, et al. ∙

research

∙ 03/13/2020

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space

As an essential step towards computer creativity, automatic poetry gener...

0 Xiaoyuan Yi, et al. ∙

research

∙ 02/11/2020

Hyper-Meta Reinforcement Learning with Sparse Reward

Despite their success, existing meta reinforcement learning methods stil...

9 Yun Hua, et al. ∙

research

∙ 02/11/2020

Learning Structured Communication for Multi-agent Reinforcement Learning

This work explores the large-scale multi-agent communication mechanism u...

16 Junjie Sheng, et al. ∙

research

∙ 11/23/2019

Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning

Existing automatic 3D image segmentation methods usually fail to meet th...

46 Xuan Liao, et al. ∙

research

∙ 07/15/2019

A Dimension-free Algorithm for Contextual Continuum-armed Bandits

In contextual continuum-armed bandits, the contexts x and the arms y are...

0 Wenhao Li, et al. ∙

research

∙ 10/29/2017

Research on ruin probability of risk model based on AR(1) series

In this text, we establish the risk model based on AR(1) series and prop...

0 Wenhao Li, et al. ∙

Wenhao Li

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