conftrace_

efficient computing

781 papers

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EC

Co-occurring keywords

model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020
AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020
X3D: Expanding Architectures for Efficient Video Recognition CVPR 2020
AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020
The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing ACL 2020
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ACL 2020
Efficient Constituency Parsing by Pointing ACL 2020
schuBERT: Optimizing Elements of BERT ACL 2020
Dynamic Convolution: Attention Over Convolution Kernels CVPR 2020
Sparsity-Inducing Binarized Neural Networks AAAI 2020
Efficient Residual Dense Block Search for Image Super-Resolution AAAI 2020
TEINet: Towards an Efficient Architecture for Video Recognition AAAI 2020
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020
Self-Attention Encoding and Pooling for Speaker Recognition INTERSPEECH 2020
Butterfly Transform: An Efficient FFT Based Neural Architecture Design CVPR 2020
Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel CVPR 2020
High Performance Depthwise and Pointwise Convolutions on Mobile Devices AAAI 2020
InstaNAS: Instance-Aware Neural Architecture Search AAAI 2020
Dual Super-Resolution Learning for Semantic Segmentation CVPR 2020
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference CVPR 2020
The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020
Continual Adaptation for Efficient Machine Communication CONLL 2020