Publication A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin Computer Vision and Pattern Recognition | March 2022
Publication A Sharp Characterization of Linear Estimators for Offline Policy Evaluation Juan C. Perdomo, Akshay Krishnamurthy, Peter Bartlett, Sham Kakade March 2022 March 2022
Publication Variational oracle guiding for reinforcement learning Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li International Conference on Learning Representations | March 2022
Publication Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer Greg Yang, Edward J. Hu, Igor Babuschkin, Szymon Sidor, David Farhi, Jakub Pachocki, Xiaodong Liu, Weizhu Chen, Jianfeng Gao NeurIPS 2021 | March 2022 Github
Publication Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Sham Kakade Neural Information Processing Systems | March 2022
Publication Active label cleaning for improved dataset quality under resource constraints Melanie Bernhardt, Daniel Coelho de Castro, Ryutaro Tanno, Anton Schwaighofer, Kerem C. Tezcan, Miguel Monteiro, Shruthi Bannur, Matthew P. Lungren, Aditya Nori, Ben Glocker, Javier Alvarez-Valle, Ozan Oktay Nature Communications | March 2022, Vol 13(1161): pp. 1-11 Project Project
Publication Correlation-Aware Deep Tracking Fei Xie, Chunyu Wang, Guangting Wang, Yue Cao, Wankou Yang, Wenjun Zeng Computer Vision and Pattern Recognition | March 2022
Publication CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao Computer Vision and Pattern Recognition | March 2022
Publication Memory-Harvesting VMs in Cloud Platforms Alex Fuerst, Stanko Novakovic, Íñigo Goiri, Gohar Irfan Chaudhry, Prateek Sharma, Kapil Arya, Kevin Broas, Eugene Bak, Mehmet Iyigun, Ricardo Bianchini Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022 Project
Publication HairCLIP: Design Your Hair by Text and Reference Image Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Zhentao Tan, Lu Yuan, Weiming Zhang, Nenghai Yu Computer Vision and Pattern Recognition | March 2022