conftrace_

efficient inference

233 papers

Explore in graph

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

A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution NIPS 2023
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models ICML 2023
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference ACL 2023
Stop or Forward: Dynamic Layer Skipping for Efficient Action Recognition WACV 2023
Reconstructed Convolution Module Based Look-Up Tables for Efficient Image Super-Resolution ICCV 2023
TEMPO: Efficient Multi-View Pose Estimation, Tracking, and Forecasting ICCV 2023
SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks EMNLP 2023
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations ICML 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-Time Mobile Telepresence CVPR 2023
Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images CVPR 2023
EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023
MixFormerV2: Efficient Fully Transformer Tracking NIPS 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NIPS 2023
SpeedDETR: Speed-aware Transformers for End-to-end Object Detection ICML 2023
BiViT: Extremely Compressed Binary Vision Transformers ICCV 2023
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction CVPR 2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing ACL 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition NIPS 2023
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference ICCV 2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition INTERSPEECH 2023
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023