Nevan Wichers

According to our database, Nevan Wichers authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Visualizing Neural Network Imagination.

Nevan Wichers, Victor Tao, Riccardo Volpato, Fazl Barez

CoRR, 2024

DRLC: Reinforcement Learning with Dense Rewards from LLM Critic.

Meng Cao, Lei Shu, Lei Yu, Yun Zhu, Nevan Wichers, Yinxiao Liu, Lei Meng

CoRR, 2024

Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic.

Meng Cao, Lei Shu, Lei Yu, Yun Zhu, Nevan Wichers, Yinxiao Liu, Lei Meng

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Gradient-Based Language Model Red Teaming.

Nevan Wichers, Carson Denison, Ahmad Beirami

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Fusion-Eval: Integrating Evaluators with LLMs.

Lei Shu, Nevan Wichers, Liangchen Luo, Yun Zhu, Yinxiao Liu, Jindong Chen, Lei Meng

CoRR, 2023

SiRA: Sparse Mixture of Low Rank Adaptation.

Yun Zhu, Nevan Wichers, Chu-Cheng Lin, Xinyi Wang, Tianlong Chen, Lei Shu, Han Lu, Canoee Liu, Liangchen Luo, Jindong Chen, Lei Meng

CoRR, 2023

2022

SAFER: Data-Efficient and Safe Reinforcement Learning via Skill Acquisition.

Dylan Slack, Yinlam Chow, Bo Dai, Nevan Wichers

CoRR, 2022

2021

ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces.

Zecheng He, Srinivas Sunkara, Xiaoxue Zang, Ying Xu, Lijuan Liu, Nevan Wichers, Gabriel Schubiner, Ruby B. Lee, Jindong Chen

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

RL agents Implicitly Learning Human Preferences.

Nevan Wichers

CoRR, 2020

Resolving Spurious Correlations in Causal Models of Environments via Interventions.

Sergei Volodin, Nevan Wichers, Jeremy Nixon

CoRR, 2020

2018

Resolving Referring Expressions in Images with Labeled Elements.

Nevan Wichers, Dilek Hakkani-Tür, Jindong Chen

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Hierarchical Long-term Video Prediction without Supervision.

Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee

Proceedings of the 35th International Conference on Machine Learning, 2018