Efficient Computing

Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition Interspeech 2022 Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022 Parameter-Efficient Masking Networks NeurIPS 2022 Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022 Parameter-free Dynamic Graph Embedding for Link Prediction NeurIPS 2022 Parsing Electronic Theses and Dissertations Using Object Detection AACL 2022 Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training EMNLP 2022 Patch Slimming for Efficient Vision Transformers CVPR 2022 PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting NAACL 2022 PDEBench: An Extensive Benchmark for Scientific Machine Learning NeurIPS 2022 PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition Interspeech 2022 Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently ICLR 2022 Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets AISTATS 2022 Pharyngealization in Amazigh: Acoustic and articulatory marking over time Interspeech 2022 PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery NeurIPS 2022 PILC: Practical Image Lossless Compression With an End-to-End GPU Oriented Neural Framework CVPR 2022 Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models ICLR 2022 PlanarRecon: Real-Time 3D Plane Detection and Reconstruction From Posed Monocular Videos CVPR 2022 Plant 'n' Seek: Can You Find the Winning Ticket? ICLR 2022 PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022 PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network Interspeech 2022 POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022 PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022