Efficient Computing

Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021 Gaussian Context Transformer CVPR 2021 Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021 Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation ICCV 2021 Real-Time Selfie Video Stabilization CVPR 2021 Rethinking Channel Dimensions for Efficient Model Design CVPR 2021 SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021 STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement ICCV 2021 XCiT: Cross-Covariance Image Transformers NeurIPS 2021 YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design AAAI 2021 ADNet: Adaptively Dense Convolutional Neural Networks WACV 2020 Deep Implicit Volume Compression CVPR 2020 DFQF: Data Free Quantization-aware Fine-tuning ACML 2020 ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks CVPR 2020 Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020 ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition CVPR 2020 Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020 Gate-Shift Networks for Video Action Recognition CVPR 2020 Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios WACV 2020 MoBiNet: A Mobile Binary Network for Image Classification WACV 2020 Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020 QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware WACV 2020 Resolution Adaptive Networks for Efficient Inference CVPR 2020 RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020