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

Brainformers: Trading Simplicity for Efficiency ICML 2023
G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023
Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos CVPR 2023
The NLP Task Effectiveness of Long-Range Transformers EACL 2023
MB-TaylorFormer: Multi-Branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing ICCV 2023
Efficient 3D Semantic Segmentation with Superpoint Transformer ICCV 2023
Audio-Visual Glance Network for Efficient Video Recognition ICCV 2023
Efficient On-Device Training via Gradient Filtering CVPR 2023
Efficient Encoders for Streaming Sequence Tagging EACL 2023
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023
Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
A Survey for Efficient Open Domain Question Answering ACL 2023
Learning Language-Specific Layers for Multilingual Machine Translation ACL 2023
Plug-and-Play Document Modules for Pre-trained Models ACL 2023
HyperMixer: An MLP-based Low Cost Alternative to Transformers ACL 2023
NarrowBERT: Accelerating Masked Language Model Pretraining and Inference ACL 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models ACL 2023
EmbedTextNet: Dimension Reduction with Weighted Reconstruction and Correlation Losses for Efficient Text Embedding ACL 2023
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023
Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023 ACL 2023
EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics EMNLP 2023