Application Areas

Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021 Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints NeurIPS 2021 Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) ACL 2021 Scalable Differential Privacy With Sparse Network Finetuning CVPR 2021 Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More ICML 2021 Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery WACV 2021 Scale-Aware Automatic Augmentation for Object Detection CVPR 2021 Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets NeurIPS 2021 Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing ICML 2021 Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU ICCV 2021 Scaling Vision with Sparse Mixture of Experts NeurIPS 2021 Scarce Societal Resource Allocation and the Price of (Local) Justice AAAI 2021 Scene-Agnostic Multi-Microphone Speech Dereverberation Interspeech 2021 SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes AAAI 2021 SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups AISTATS 2021 SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation AAAI 2021 Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021 Searching for Efficient Transformers for Language Modeling NeurIPS 2021 Searching for Fast Model Families on Datacenter Accelerators CVPR 2021 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021 Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP 2021 Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution ACL 2021 Secure Deep Graph Generation with Link Differential Privacy IJCAI 2021 SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning ICLR 2021