Publication On the Approximation Properties of Recurrent Encoder-Decoder Architectures Zhong Li, Haotian Jiang, Qianxiao Li International Conference on Learning Representations | January 2022 Spotlight
Publication Covidseeker: A Geospatial Temporal Surveillance Tool Yulin Hswen, Elad Yom-Tov, Vaidhy Murti, Nicholas Narsing, Siona Prasad, George W. Rutherford, Kirsten Bibbins-Domingo International Journal of Environmental Research and Public Health | January 2022 Project Project
Publication Learning Inconsistent Preferences with Gaussian Processes Siu Lun Chau, Javier González, Dino Sejdinovic International Conference on Artificial Intelligence and Statistics (AISTATS 2022) | January 2022
Publication SpatialSim: Recognizing Spatial Configurations of Objects with Graph Neural Networks Laetitia Teodorescu, Katja Hofmann, Pierre-Yves Oudeyer1 Frontiers in Artificial Intelligence | January 2022, Vol 4
Publication When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism Guangting Wang, Yucheng Zhao, Chuanxin Tang, Chong Luo, Wenjun Zeng AAAI 2022 | January 2022
Publication The Outcome of the 2021 IEEE GRSS Data Fusion Contest – Track MSD: Multitemporal Semantic Change Detection Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nebojsa Jojic, Kolya Malkin, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | January 2022, Vol 15: pp. 1643-1655 Project Project
Publication How Expressive are Transformers in Spectral Domain for Graphs? Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, H. Kanezashi, T. Suzumura, I. Mulang' Transactions on Machine Learning Research | January 2022, Vol 2022
Publication FLIP: Benchmark tasks in fitness landscape inference for proteins Christian Dallago, Jody Mou, Kadina E. Johnston, Bruce Wittmann, Nicholas Bhattacharya, Samuel Goldman, Ali Madani, Kevin Kaichuang Yang bioRxiv | January 2022
Publication Improving Biomedical Information Retrieval with Neural Retrievers Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral AAAI 2022 | January 2022
Publication Inferring Network Structure with Unobservable Nodes from Time Series Data Mengyuan Chen, Yan Zhang, Zhang Zhang, Lun Du, Shuo Wang, Jiang Zhang Chaos: An Interdisciplinary Journal of Nonlinear Science | January 2022, Vol 32(1)