Publication Infinite Action Contextual Bandits with Reusable Data Exhaust Mark Rucker, Yinglun Zhu, Paul Mineiro ICML 2023 | June 2023
Publication Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang June 2023 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Publication Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards Yulian Wu, Xingyu Zhou, Sayak Ray Chowdhury, Di Wang ICML 2023 | June 2023
Publication Unifying Layout Generation with a Decoupled Diffusion Model Mude Hui, Zhizheng Zhang, Xiaoyi Zhang, Wenxuan Xie, Yuwang Wang, Yan Lu June 2023 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Publication CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster ICML 2023 | June 2023 Github
Publication BEATs: Audio Pre-Training with Acoustic Tokenizers Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei ICML 2023 | June 2023
Publication DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li NeurIPS 2023 | June 2023 Outstanding Paper Award Project
Publication Ground Truth Inference for Weakly Supervised Entity Matching Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He SIGMOD 2023 | June 2023
Publication Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu ICASSP 23 | June 2023
Publication Making Language Models Better Reasoners with Step-Aware Verifier Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen ACL 2023 | June 2023