Application Areas

SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation CVPR 2022 Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data CoRL 2022 SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022 SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy Interspeech 2022 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NeurIPS 2022 Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022 Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation CVPR 2022 Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation ACL 2022 Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NeurIPS 2022 Situated Dialogue Learning through Procedural Environment Generation ACL 2022 SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks NeurIPS 2022 SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NeurIPS 2022 Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity NeurIPS 2022 Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022 Sketching Without Worrying: Noise-Tolerant Sketch-Based Image Retrieval CVPR 2022 SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022 Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification ICML 2022 SkipBERT: Efficient Inference with Shallow Layer Skipping ACL 2022 Slimmable Domain Adaptation CVPR 2022 SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages EMNLP 2022 Small Footprint Neural Networks for Acoustic Direction of Arrival Estimation Interspeech 2022 SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles CVPR 2022 SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures AAAI 2022 SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022 SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022