conftrace_

efficient computing

781 papers

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EC

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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

Accelerating Sparse Convolution with Column Vector-Wise Sparsity NIPS 2022
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NIPS 2022
TREC: Transient Redundancy Elimination-based Convolution NIPS 2022
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NIPS 2022
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost NIPS 2022
Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022
MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022
Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022
Instance-Aware Dynamic Neural Network Quantization CVPR 2022
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient NIPS 2022
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection ICML 2022
Transformer Quality in Linear Time ICML 2022
Improving Transformer with an Admixture of Attention Heads NIPS 2022
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining IJCAI 2022
Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising AAAI 2022
OCSampler: Compressing Videos to One Clip With Single-Step Sampling CVPR 2022
PatchFormer: An Efficient Point Transformer With Patch Attention CVPR 2022
Flowformer: Linearizing Transformers with Conservation Flows ICML 2022
Scaling Up Influence Functions AAAI 2022
Towards Climate Awareness in NLP Research EMNLP 2022
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022
Gauss-Legendre Features for Gaussian Process Regression JMLR 2022
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search WACV 2022