conftrace_

model efficiency

206 papers

Explore in graph

Co-occurring keywords

model compression (3302) efficient computing (781) vision transformer (1106) image classification (1944) large language model (13587) neural network optimization (1293) knowledge distillation (3725) convolutional neural network (4226) attention mechanism (4001) neural architecture search (666)

Papers

Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization ICCV 2021
Multidomain Pretrained Language Models for Green NLP EACL 2021
Structured Convolutions for Efficient Neural Network Design NIPS 2020
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference CVPR 2020
FastBERT: a Self-distilling BERT with Adaptive Inference Time ACL 2020
TopicBERT for Energy Efficient Document Classification EMNLP 2020
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020
DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020
Designing Network Design Spaces CVPR 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets CVPR 2020
Accuracy Booster: Performance Boosting using Feature Map Re-calibration WACV 2020
ILFO: Adversarial Attack on Adaptive Neural Networks CVPR 2020
Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards EMNLP 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020
Lite Audio-Visual Speech Enhancement INTERSPEECH 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks WACV 2020
Channel Pruning via Automatic Structure Search IJCAI 2020
Resolution Adaptive Networks for Efficient Inference CVPR 2020
Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets NIPS 2020
MnasNet: Platform-Aware Neural Architecture Search for Mobile CVPR 2019
Fast Human Pose Estimation CVPR 2019
HarDNet: A Low Memory Traffic Network ICCV 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019
Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019