Shao-Hua Sun

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All published works
Action Title Year Authors
+ PDF Chat Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning 2024 Ayano Hiranaka
Shang‐Fu Chen
Chieh-Hsin Lai
Kyusung Kim
Naoki Murata
Takashi Shibuya
Wei‐Hsiang Liao
Shao-Hua Sun
Yuki Mitsufuji
+ PDF Chat Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search 2024 Max Liu
Chan-Hung Yu
Wei-Hsu Lee
Cheng‐Wei Hung
Yen-Chun Chen
Shao-Hua Sun
+ PDF Chat Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning 2024 Chun‐Kai Huang
Yi‐Hsien Hsieh
Ta-Jung Chien
Li-Cheng Chien
Shao-Hua Sun
Tung‐Hung Su
Jia–Horng Kao
Che Lin
+ PDF Chat REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR 2024 Liang-Hsuan Tseng
En-Pei Hu
Cheng-Han Chiang
Yuan‐Yun Tseng
Hung-yi Lee
Lin-Shan Lee
Shao-Hua Sun
+ Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs 2023 Guanting Liu
En-Pei Hu
Pu‐Jen Cheng
Hung-yi Lee
Shao-Hua Sun
+ Efficient Multi-Task Reinforcement Learning via Selective Behavior Sharing 2023 Grace Zhang
Ayush Jain
In‐June Hwang
Shao-Hua Sun
Joseph J. Lim
+ Diffusion Model-Augmented Behavioral Cloning 2023 Hsiang-Chun Wang
Shang‐Fu Chen
Shao-Hua Sun
+ Hierarchical Neural Program Synthesis 2023 Linghan Zhong
Ryan Lindeborg
Jesse Zhang
Joseph J. Lim
Shao-Hua Sun
+ Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance 2023 Jesse Zhang
Jiahui Zhang
Karl Pertsch
Ziyi Liu
Xiang Ren
Minsuk Chang
Shao-Hua Sun
Joseph J. Lim
+ Location-Aware Visual Question Generation with Lightweight Models 2023 Nicholas Collin Suwono
Justin Chih-Yao Chen
Tun Min Hung
Ting-Hao Huang
I-Bin Liao
Yung‐Hui Li
Lun‐Wei Ku
Shao-Hua Sun
+ Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines 2023 Yuan Lin
Chen-Tao Lee
Guanting Liu
Pu‐Jen Cheng
Shao-Hua Sun
+ PDF Chat Location-Aware Visual Question Generation with Lightweight Models 2023 Nicholas Collin Suwono
Justin Chen
Tun Min Hung
Ting-Hao Huang
I-Bin Liao
Yung‐Hui Li
Lun‐Wei Ku
Shao-Hua Sun
+ Skill-based Meta-Reinforcement Learning 2022 Taewook Nam
Shao-Hua Sun
Karl Pertsch
Sung Ju Hwang
Joseph J. Lim
+ Learning to Synthesize Programs as Interpretable and Generalizable Policies 2021 Dweep Trivedi
Jesse Zhang
Shao-Hua Sun
Joseph J. Lim
+ Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation 2019 Risto Vuorio
Shao-Hua Sun
Hexiang Hu
Joseph J. Lim
+ Toward Multimodal Model-Agnostic Meta-Learning 2018 Risto Vuorio
Shao-Hua Sun
Hexiang Hu
Joseph J. Lim
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2018 Jacob Devlin
Ming‐Wei Chang
Kenton Lee
Kristina Toutanova
1
+ BERTScore: Evaluating Text Generation with BERT 2019 Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Q. Weinberger
Yoav Artzi
1
+ Generating Natural Questions About an Image 2016 Nasrin Mostafazadeh
Ishan Misra
Jacob Devlin
Margaret Mitchell
Xiaodong He
Lucy Vanderwende
1
+ PDF Chat SQuAD: 100,000+ Questions for Machine Comprehension of Text 2016 Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
1
+ PDF Chat A Survey of Current Datasets for Vision and Language Research 2015 Francis Ferraro
Nasrin Mostafazadeh
Ting-Hao Huang
Lucy Vanderwende
Jacob Devlin
Michel Galley
Margaret Mitchell
1
+ MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices 2020 Zhiqing Sun
Hongkun Yu
Xiaodan Song
Renjie Liu
Yiming Yang
Denny Zhou
1
+ BLEURT: Learning Robust Metrics for Text Generation 2020 Thibault Sellam
Dipanjan Das
Ankur P. Parikh
1
+ PDF Chat Grounded Situation Recognition 2020 Sarah M Pratt
Mark Yatskar
Luca Weihs
Ali Farhadi
Aniruddha Kembhavi
1
+ Unifying Vision-and-Language Tasks via Text Generation 2021 Jaemin Cho
Jie Lei
Hao Tan
Mohit Bansal
1
+ Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers 2021 Yi Tay
Mostafa Dehghani
Jinfeng Rao
William Fedus
Samira Abnar
Hyung Won Chung
Sharan Narang
Dani Yogatama
Ashish Vaswani
Donald Metzler
1
+ PDF Chat SituatedQA: Incorporating Extra-Linguistic Contexts into QA 2021 Michael Zhang
Eunsol Choi
1
+ OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework 2022 Peng Wang
Yang An
Rui Men
Junyang Lin
Shuai Bai
Zhikang Li
Jianxin Ma
Chang Zhou
Jingren Zhou
Hongxia Yang
1
+ Emergent Abilities of Large Language Models 2022 Jason Lee
Yi Tay
Rishi Bommasani
Colin Raffel
Barret Zoph
Sebastian Borgeaud
Dani Yogatama
Maarten Bosma
Denny Zhou
Donald Metzler
1
+ PDF Chat Your fairness may vary: Pretrained language model fairness in toxic text classification 2022 Ioana Baldini
Dennis Wei
Karthikeyan Natesan Ramamurthy
Moninder Singh
Mikhail Yurochkin
1
+ MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 2021 Sachin Mehta
Mohammad Rastegari
1
+ Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 2019 Colin Raffel
Noam Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
1
+ Language Models are Few-Shot Learners 2020 T. B. Brown
Benjamin F. Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
Prafulla Dhariwal
Arvind Neelakantan
Pranav Shyam
Girish Sastry
Amanda Askell
1
+ PDF Chat A-OKVQA: A Benchmark for Visual Question Answering Using World Knowledge 2022 Dustin Schwenk
Apoorv Khandelwal
Christopher Clark
Kenneth Marino
Roozbeh Mottaghi
1
+ LLaMA: Open and Efficient Foundation Language Models 2023 Hugo Touvron
Thibaut Lavril
Gautier Izacard
Xavier Martinet
Marie-Anne Lachaux
TimothĂŠe Lacroix
Baptiste Rozière
Naman Goyal
Eric Hambro
Faisal Azhar
1
+ ChatGPT for good? On opportunities and challenges of large language models for education 2023 Enkelejda Kasneci
Kathrin Seßler
Stefan KĂźchemann
Maria Bannert
Daryna Dementieva
Frank Fischer
Urs Gasser
Georg Groh
Stephan GĂźnnemann
Eyke HĂźllermeier
1
+ GPT-4 Technical Report 2023 OpenAI
1
+ Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review 2023 Lixiang Yan
Lele Sha
Linxuan Zhao
Yuheng Li
Roberto Martínez‐Maldonado
Guanliang Chen
Xinyu Li
Yueqiao Jin
Dragan Gašević
1
+ Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models 2023 Yiheng Liu
Tianle Han
Siyuan Ma
Jiayue Zhang
Yuanyuan Yang
Jiaming Tian
Hao He
Antong Li
Mengshen He
Zhengliang Liu
1
+ QLoRA: Efficient Finetuning of Quantized LLMs 2023 Tim Dettmers
Artidoro Pagnoni
Ari Holtzman
Luke Zettlemoyer
1
+ PDF Chat Multi-VQG: Generating Engaging Questions for Multiple Images 2022 Min-Hsuan Yeh
Vincent Chen
Ting-Hao Huang
Lun‐Wei Ku
1
+ Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance 2023 Jesse Zhang
Jiahui Zhang
Karl Pertsch
Ziyi Liu
Xiang Ren
Minsuk Chang
Shao-Hua Sun
Joseph J. Lim
1
+ PDF Chat Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 2016 Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
1