Application Areas

S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks NeurIPS 2021 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021 S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation CVPR 2021 S2VC: A Framework for Any-to-Any Voice Conversion with Self-Supervised Pretrained Representations Interspeech 2021 S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-Shot Segmentation WACV 2021 S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation ICCV 2021 S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning in Robotics CoRL 2021 SA-BNN: State-Aware Binary Neural Network AAAI 2021 SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021 SAFENet: A Secure, Accurate and Fast Neural Network Inference ICLR 2021 Sageflow: Robust Federated Learning against Both Stragglers and Adversaries NeurIPS 2021 SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning ICML 2021 Saliency is a Possible Red Herring When Diagnosing Poor Generalization ICLR 2021 SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization ICLR 2021 Sample Selection for Fair and Robust Training NeurIPS 2021 Sample Selection for Universal Domain Adaptation AAAI 2021 Sample-Specific Output Constraints for Neural Networks AAAI 2021 Sampling and Filtering of Neural Machine Translation Distillation Data NAACL 2021 Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021 SANDI: Story-and-Images Alignment EACL 2021 Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NeurIPS 2021 Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation EACL 2021 SAT: 2D Semantics Assisted Training for 3D Visual Grounding ICCV 2021 Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China AAAI 2021 Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021