Papers
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness
Raphael Suter, Djordje Miladinovic, Bernhard Schölkopf et al.
Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report
Renjie Zheng, Hairong Liu, Mingbo Ma et al.
Robust Matrix Completion from Quantized Observations
Jie Shen, Pranjal Awasthi, Ping Li
Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees
Lei Luo, Jie Xu, Cheng Deng et al.
Robust Motion Segmentation From Pairwise Matches
Federica Arrigoni, Tomas Pajdla
Robust Multi-agent Counterfactual Prediction
Alexander Peysakhovich, Christian Kroer, Adam Lerer
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient
Shihui Li, Yi Wu, Xinyue Cui et al.
Robust Multi-Modality Multi-Object Tracking
Wenwei Zhang, Hui Zhou, Shuyang Sun et al.
Robust Multi-Object Detection Based on Data Augmentation with Realistic Image Synthesis for Point-of-Sale Automation
Saiprasad Koturwar, Soma Shiraishi, Kota Iwamoto
Robust Navigation with Language Pretraining and Stochastic Sampling
Xiujun Li, Chunyuan Li, Qiaolin Xia et al.
Robust Navigation with Language Pretraining and Stochastic Sampling
Xiujun Li, Chunyuan Li, Qiaolin Xia et al.
Robust Negative Sampling for Network Embedding
Mohammadreza Armandpour, Patrick Ding, Jianhua Huang et al.
Robustness against Agent Failure in Hedonic Games
Ayumi Igarashi, Kazunori Ota, Yuko Sakurai et al.
Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios
Siqi Wang, En Zhu, Xiping Hu et al.
Robustness Envelopes for Temporal Plans
Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni et al.
Robustness Guarantees for Bayesian Inference with Gaussian Processes
Luca Cardelli, Marta Kwiatkowska, Luca Laurenti et al.
Robustness Guarantees for Density Clustering
Heinrich Jiang, Jennifer Jang, Ofir Nachum
Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, Logan Engstrom et al.
Robustness of 3D Deep Learning in an Adversarial Setting
Matthew Wicker, Marta Kwiatkowska
Robustness of Spectral Methods for Community Detection
Ludovic Stephan, Laurent Massoulié
Robustness of Statistical Voice Conversion Based on Direct Waveform Modification Against Background Sounds
Yusuke Kurita, Kazuhiro Kobayashi, Kazuya Takeda et al.
Robustness to Adversarial Perturbations in Learning from Incomplete Data
Amir Najafi, Shin-ichi Maeda, Masanori Koyama et al.
Robustness to Capitalization Errors in Named Entity Recognition
Sravan Bodapati, Hyokun Yun, Yaser Al-Onaizan
Robustness Verification of Classification Deep Neural Networks via Linear Programming
Wang Lin, Zhengfeng Yang, Xin Chen et al.
Robustness Verification of Tree-based Models
Hongge Chen, Huan Zhang, Si Si et al.