Xiangyu Peng | DeepAI

AI Chat

Featured Co-authors

Sharky.TV
230 publications
Caiming Xiong
210 publications
Kai Wang
141 publications
Wei Zhou
116 publications
Xinchao Wang
104 publications
Shuo Wang
101 publications
Yifan Zhang
87 publications
Zheng Zhu
79 publications
Shuo Yang
76 publications
Yang You
66 publications
Lihua Xie
62 publications

∙ 08/21/2023

Dataset Quantization

State-of-the-art deep neural networks are trained with large amounts (mi...

0 Daquan Zhou, et al. ∙

∙ 08/03/2023

Thespian: Multi-Character Text Role-Playing Game Agents

Text-adventure games and text role-playing games are grand challenges fo...

0 Christopher Cui, et al. ∙

∙ 08/03/2023

Ambient Adventures: Teaching ChatGPT on Developing Complex Stories

Imaginative play is an area of creativity that could allow robots to eng...

0 Zexin Chen, et al. ∙

∙ 07/28/2023

Dialogue Shaping: Empowering Agents through NPC Interaction

One major challenge in reinforcement learning (RL) is the large amount o...

0 Wei Zhou, et al. ∙

∙ 03/08/2023

InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning

Data pruning aims to obtain lossless performances as training on the ori...

0 Ziheng Qin, et al. ∙

∙ 01/24/2023

Story Shaping: Teaching Agents Human-like Behavior with Stories

Reward design for reinforcement learning agents can be difficult in situ...

0 Xiangyu Peng, et al. ∙

∙ 01/16/2023

Neuro-Symbolic World Models for Adapting to Open World Novelty

Open-world novelty–a sudden change in the mechanics or properties of an ...

0 Jonathan Balloch, et al. ∙

∙ 10/23/2022

Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning

Prompt tuning approaches, which learn task-specific soft prompts for a d...

0 Xiangyu Peng, et al. ∙

∙ 05/28/2022

Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors

Domain Adaptation of Black-box Predictors (DABP) aims to learn a model o...

0 Jianfei Yang, et al. ∙

∙ 05/23/2022

FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders

Face recognition, as one of the most successful applications in artifici...

16 Kai Wang, et al. ∙

∙ 04/30/2022

Reliable Label Correction is a Good Booster When Learning with Extremely Noisy Labels

Learning with noisy labels has aroused much research interest since data...

0 Kai Wang, et al. ∙

∙ 03/23/2022

NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty

A robust body of reinforcement learning techniques have been developed t...

11 Jonathan Balloch, et al. ∙

∙ 03/03/2022

CAFE: Learning to Condense Dataset by Aligning Features

Dataset condensation aims at reducing the network training effort throug...

23 Kai Wang, et al. ∙

∙ 02/16/2022

XFBoost: Improving Text Generation with Controllable Decoders

Multimodal conditionality in transformer-based natural language models h...

5 Xiangyu Peng, et al. ∙

∙ 02/07/2022

Crafting Better Contrastive Views for Siamese Representation Learning

Recent self-supervised contrastive learning methods greatly benefit from...

0 Xiangyu Peng, et al. ∙

∙ 12/16/2021

Inherently Explainable Reinforcement Learning in Natural Language

We focus on the task of creating a reinforcement learning agent that is ...

0 Xiangyu Peng, et al. ∙

∙ 12/16/2021

Guiding Neural Story Generation with Reader Models

Automated storytelling has long captured the attention of researchers fo...

3 Xiangyu Peng, et al. ∙

∙ 06/04/2021

Detecting and Adapting to Novelty in Games

Open-world novelty occurs when the rules of an environment can change ab...

0 Xiangyu Peng, et al. ∙

∙ 05/04/2021

Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning

Transformer-based language model approaches to automated story generatio...

0 Xiangyu Peng, et al. ∙

∙ 02/25/2021

Automatic Story Generation: Challenges and Attempts

The scope of this survey paper is to explore the challenges in automatic...

25 Amal Alabdulkarim, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world