– One Paper is accepted by the 58th Design Automation Conference (DAC) 2021.
“Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration”
One Paper is Accepted by the 58th Design Automation Conference (DAC 2021)
Tag: News-Paper
News about the lab’s paper publication.
Two Papers are Accepted by the 5th ACM/IEEE Symposium on Edge Computing (SEC 2020)
– Two Papers are accepted by the 5th ACM/IEEE Symposium on Edge Computing (SEC) 2020.
“Exploring the Design Space of Efficient Deep Neural Networks”
“Exploring Decentralized Collaboration in Heterogeneous Edge Training”
One Paper is Accepted by the 16th European Conference on Computer Vision (ECCV 2020)
– One Paper is accepted by the 33rd IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Vision for all Seasons: Adverse Weather and Lighting Conditions (ECCV) 2020.
“An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices”
One Paper is Accepted by the 33rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020)
– One Paper is accepted by the 33rd IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Vision for all Seasons: Adverse Weather and Lighting Conditions (CVPR-V4AS) 2020.
“Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning”
Best Paper Nomination by the 23rd International Conference on Design Automation and Test in Europe (DATE 2020)
– “AntiDOte: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency ” received the Best Paper Nomination from the 23rd International Conference on Design Automation and Test in Europe (DATE) 2020.
Two Papers are Accepted by the 25th Asia and South Pacific Design Automation Conference (ASP-DAC 2020)
– Three Papers are accepted by the 24th Asia and South Pacific Design Automation Conference (ASP-DAC) 2019.
“LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications”
“Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra-Efficient DNN Implementation”
Two Papers are Accepted by the 23rd International Conference on Design Automation and Test in Europe (DATE 2020)
– Three Papers are accepted by the 23rd International Conference on Design Automation and Test in Europe (DATE) 2020.
“AntiDOte: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency”
“DCCNN: Computational Flow Redefinition for Efficient CNN Inference through Model Structural Decoupling”
One Paper is Accepted by the 4th ACM/IEEE Symposium on Edge Computing (SEC 2019)
– One Paper is accepted by the 5th ACM/IEEE Symposium on Edge Computing (SEC) 2019.
“Task-Adaptive Incremental Learning for Intelligent Edge Devices”
One Paper is Accepted by the 28th ACM International Conference on Information and Knowledge Management (CIKM 2019)
– One Papers is accepted by the 28th ACM International Conference on Information and Knowledge Management (CIKM) 2019.
“Multi-stage Deep Classifier Cascades for Open World Recognition”
One Paper is Accepted by the 30th British Machine Vision Conference (BMVC 2019)
– One Papers is accepted by the 30th British Machine Vision Conference (BMVC) 2019.
“Functionality-Oriented Convolutional Filter Pruning”
