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Efficient Computing

180 papers

Papers per year

4
15
51
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'20
'25

Papers

Carbink: Fault-Tolerant Far Memory OSDI 2022
FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation WACV 2022
Chasing Sparsity in Vision Transformers: An End-to-End Exploration NIPS 2021
XCiT: Cross-Covariance Image Transformers NIPS 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design AAAI 2021
Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021
Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021
Coordinate Attention for Efficient Mobile Network Design CVPR 2021
Real-Time Selfie Video Stabilization CVPR 2021
Gaussian Context Transformer CVPR 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
A Fourier-Based Framework for Domain Generalization CVPR 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021
Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation ICCV 2021
STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement ICCV 2021
Accurate Post Training Quantization With Small Calibration Sets ICML 2021
Beyond malloc efficiency to fleet efficiency: a hugepage-aware memory allocator OSDI 2021
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020
Deep Implicit Volume Compression CVPR 2020
Gate-Shift Networks for Video Action Recognition CVPR 2020
Resolution Adaptive Networks for Efficient Inference CVPR 2020
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition CVPR 2020
Robust Reference-Based Super-Resolution With Similarity-Aware Deformable Convolution CVPR 2020