Efficient Computing

Cascaded Head-colliding Attention ACL 2021 Certified Robustness to Programmable Transformations in LSTMs EMNLP 2021 Checkerboard Context Model for Efficient Learned Image Compression CVPR 2021 CHIP: CHannel Independence-based Pruning for Compact Neural Networks NeurIPS 2021 Combiner: Full Attention Transformer with Sparse Computation Cost NeurIPS 2021 Communication Efficient SGD via Gradient Sampling With Bayes Prior CVPR 2021 Coordinate Attention for Efficient Mobile Network Design CVPR 2021 Decoupled Dynamic Filter Networks CVPR 2021 Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization AAAI 2021 DeRF: Decomposed Radiance Fields CVPR 2021 DI-Fusion: Online Implicit 3D Reconstruction With Deep Priors CVPR 2021 Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021 DPOQ: Dynamic Precision Onion Quantization ACML 2021 Dynamic Region-Aware Convolution CVPR 2021 Dynamics-regulated kinematic policy for egocentric pose estimation NeurIPS 2021 Dynamic Tensor Rematerialization ICLR 2021 EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021 EDNet: Efficient Disparity Estimation With Cost Volume Combination and Attention-Based Spatial Residual CVPR 2021 EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease AAAI 2021 Efficient Combination of Rematerialization and Offloading for Training DNNs NeurIPS 2021 Efficient Deep Image Denoising via Class Specific Convolution AAAI 2021 Efficient Explanations from Empirical Explainers EMNLP 2021 Efficient Generalized Spherical CNNs ICLR 2021 Efficient Inference for Multilingual Neural Machine Translation EMNLP 2021 Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021