conftrace_

efficient inference

233 papers

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Also known as

EI

Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) knowledge distillation (3725) vision transformer (1106) model quantization (281) convolutional neural network (4226) inference optimization (219) inference efficiency (248) inference acceleration (244)

Papers

Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens CVPR 2022
Dynamic Network Quantization for Efficient Video Inference ICCV 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search ACL 2021
DeRF: Decomposed Radiance Fields CVPR 2021
Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification AAAI 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NIPS 2021
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification NIPS 2021
Sparse is Enough in Scaling Transformers NIPS 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021
Searching for Fast Model Families on Datacenter Accelerators CVPR 2021
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization CVPR 2021
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NIPS 2021
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension IJCNLP 2021
Any-Precision Deep Neural Networks AAAI 2021
Generalizable Mixed-Precision Quantization via Attribution Rank Preservation ICCV 2021
Learning Specialized Activation Functions With the Piecewise Linear Unit ICCV 2021
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks JMLR 2021
MeliusNet: An Improved Network Architecture for Binary Neural Networks WACV 2021
LinearSpeech: Parallel Text-to-Speech with Linear Complexity INTERSPEECH 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
AANet: Adaptive Aggregation Network for Efficient Stereo Matching CVPR 2020