Publication Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity Guarantees for Langevin Monte Carlo Krishnakumar Balasubramanian, Sinho Chewi, Murat A. Erdogdu, Adil Salim, Matthew Zhang COLT 2022 | May 2022
Publication Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation Dylan Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu Conference on Learning Theory | May 2022
Publication WebQA: Multihop and Multimodal QA Yingshan Chang, Mridu Narang, Hisami Suzuki, Guihong Cao, Jianfeng Gao, Yonatan Bisk CVPR 2022 | May 2022
Publication Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li CVPR 2022 | May 2022
Publication RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov CVPR 2022 | May 2022
Publication Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu AAAI 2022 | May 2022
Publication Protecting Celebrities from DeepFake with Identity Consistency Transformer Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Ting Zhang, Weiming Zhang, Nenghai Yu, Dong Chen, Fang Wen, Baining Guo CVPR 2022 | May 2022
Publication NICE-SLAM: Neural Implicit Scalable Encoding for SLAM Zihan Zhu, Songyou Peng, Viktor Larsson, Weiwei Xu, Hujun Bao, Zhaopeng Cui, Martin R. Oswald, Marc Pollefeys CVPR 2022 | May 2022
Publication Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li CVPR 2022 | May 2022
Publication Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lin Liang, Zhe Gan, Lijuan Wang, Yezhou Yang, Zicheng Liu CVPR 2022 | May 2022