Efficient Computing

DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021 Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021 Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021 Deformable Butterfly: A Highly Structured and Sparse Linear Transform NeurIPS 2021 Deformable TDNN with Adaptive Receptive Fields for Speech Recognition Interspeech 2021 Degree-Quant: Quantization-Aware Training for Graph Neural Networks ICLR 2021 DEMUCS-Mobile : On-Device Lightweight Speech Enhancement Interspeech 2021 Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset ICML 2021 Dense Label Encoding for Boundary Discontinuity Free Rotation Detection CVPR 2021 DeRF: Decomposed Radiance Fields CVPR 2021 Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering NAACL 2021 Detecting Deepfake Videos with Temporal Dropout 3DCNN IJCAI 2021 Detect Profane Language in Streaming Services to Protect Young Audiences ACL 2021 Device-Based LTE Latency Reduction at the Application Layer NSDI 2021 Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution ICML 2021 Differentiable Dynamic Wirings for Neural Networks ICCV 2021 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NeurIPS 2021 Differentiable Patch Selection for Image Recognition CVPR 2021 Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning MIDL 2021 Direction is what you need: Improving Word Embedding Compression in Large Language Models ACL 2021 Dirichlet Pruning for Convolutional Neural Networks AISTATS 2021 Disfluency Detection with Unlabeled Data and Small BERT Models Interspeech 2021 Dissecting User-Perceived Latency of On-Device E2E Speech Recognition Interspeech 2021 Distance-Aware Quantization ICCV 2021 Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy CVPR 2021