Publication Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao CVPR 2022 | June 2022
Publication What Did My AI Learn? How Data Scientists Make Sense of Model Behavior Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker ACM TOCHI | June 2022
Publication Multimodal extreme classification Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma IEEE/CVF Conference on Computer Vision and Pattern Recognition | June 2022
Publication MS-LaTTE: A Dataset of Where and When To-do Tasks are Completed Sujay Kumar Jauhar, Nirupama Chandrasekaran, Michael Gamon, Ryen W. White Language Resources and Evaluation Conference (LREC) | June 2022
Publication Interactively Learning Preference Constraints in Linear Bandits David Lindner, Sebastian Tschiatschek, Katja Hofmann, Andreas Krause ICML 2022 | June 2022
Publication Disentangling the Components of Ethical Research in Machine Learning Carolyn Ashurst, Solon Barocas, Rosie Campbell, Inioluwa Deborah Raji FAccT 2022 | June 2022
Publication JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection Mahsa Ehsanpour, Fatemeh Saleh, S. Savarese, I. Reid, Hamid Rezatofighi CVPR 2022 | June 2022
Publication SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang CVPR 2022 | June 2022 Projet
Publication DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale Reza Yazdani Aminabadi, Samyam Rajbhandari, Minjia Zhang, Ammar Ahmad Awan, Cheng Li, Du Li, Elton Zheng, Jeff Rasley, Shaden Smith, Olatunji Ruwase, Yuxiong He MSR-TR-2022-21 | June 2022 Publié par Microsoft Projet
Publication LOGIC: Log Intelligence in Cloud Lingling Zheng, Xu Zhang, Ze Li, Cong Chen, Shilin He, Liqun Li, Yu Kang, Yudong Liu, Qingwei Lin 林庆维, Yingnong Dang MLSys Cloud Intelligence Workshop | June 2022