Application Areas

Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022 Sparse Probabilistic Circuits via Pruning and Growing NeurIPS 2022 Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm ACL 2022 Sparse Structure Search for Delta Tuning NeurIPS 2022 Sparse Teachers Can Be Dense with Knowledge EMNLP 2022 Sparse Winning Tickets are Data-Efficient Image Recognizers NeurIPS 2022 Sparsity Winning Twice: Better Robust Generalization from More Efficient Training ICLR 2022 SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022 SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022 Spartan: Differentiable Sparsity via Regularized Transportation NeurIPS 2022 Spatial-Channel Token Distillation for Vision MLPs ICML 2022 Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns WACV 2022 SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SemEval 2022 SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SemEval 2022 SPDY: Accurate Pruning with Speedup Guarantees ICML 2022 Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation Interspeech 2022 Speaker Anonymization with Phonetic Intermediate Representations Interspeech 2022 Speaker recognition-assisted robust audio deepfake detection Interspeech 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 2022 Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements AAAI 2022 Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech Interspeech 2022 Spectral risk-based learning using unbounded losses AISTATS 2022 Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022 Spectrum: High-bandwidth Anonymous Broadcast NSDI 2022