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 Project
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 Published by Microsoft Project
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
Publication Inductive Biases and Variable Creation in Self-Attention Mechanisms Benjamin Edelman, Surbhi Goel, Sham Kakade, Cyril Zhang ICML 2022 | June 2022
Publication Measuring the Carbon Intensity of AI in Cloud Instances Remi Tachet des Combes, Erika Odmark, Will Buchanan ACM Conference on Fairness, Accountability, and Transparency | June 2022 Project
Publication On the Power of Randomization in Fair Classification and Representation Sushant Agarwal, Amit Deshpande ACM Conference on Fairness, Accountability, and Transparency (FAccT) | June 2022
Publication Testing the Ability of Convolutional Neural Networks to Learn Radiomic Features Ivan S. Klyuzhin, Juan M. Lavista Ferres, Yixi Xu, Anthony Ortiz, Ghassan Hamarneh, Arman Rahmim ScienceDirect | June 2022 Project
Publication Reinforcement Subgraph Reasoning for Fake News Detection Ruichao Yang, Xiting Wang, Yiqiao Jin, Chaozhuo Li, Jianxun Lian, Xing Xie ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) | June 2022
Publication LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun CVPR 2022 | June 2022