Efficient Computing

Empowering Adaptive Early-Exit Inference with Latency Awareness AAAI 2021 Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization NeurIPS 2021 Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation IJCAI 2021 End-to-End High Dynamic Range Camera Pipeline Optimization CVPR 2021 Engage the Public: Poll Question Generation for Social Media Posts ACL 2021 Error Compensated Distributed SGD Can Be Accelerated NeurIPS 2021 ErrorCompensatedX: error compensation for variance reduced algorithms NeurIPS 2021 Escaping Saddle Points with Compressed SGD NeurIPS 2021 Evaluating Efficient Performance Estimators of Neural Architectures NeurIPS 2021 Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools EMNLP 2021 Event Stream Super-Resolution via Spatiotemporal Constraint Learning ICCV 2021 Explaining Hyperparameter Optimization via Partial Dependence Plots NeurIPS 2021 Exploiting the Redundancy in Convolutional Filters for Parameter Reduction WACV 2021 Exploration and Discovery of the COVID-19 Literature through Semantic Visualization NAACL 2021 Exploration and Estimation for Model Compression ICCV 2021 Exploring Sparsity in Image Super-Resolution for Efficient Inference CVPR 2021 Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification NAACL 2021 Extremely Low Footprint End-to-End ASR System for Smart Device Interspeech 2021 FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy CoRL 2021 Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers ICLR 2021 Fast and Accurate Model Scaling CVPR 2021 Fast and Effective Biomedical Entity Linking Using a Dual Encoder EACL 2021 Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ICCV 2021 Fast and Feature-Complete Differentiable Physics Engine for Articulated Rigid Bodies with Contact Constraints RSS 2021 Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition NAACL 2021