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

Combiner: Full Attention Transformer with Sparse Computation Cost NIPS 2021
SA-BNN: State-Aware Binary Neural Network AAAI 2021
MVFNet: Multi-View Fusion Network for Efficient Video Recognition AAAI 2021
Efficient Deep Image Denoising via Class Specific Convolution AAAI 2021
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention AAAI 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
Shortformer: Better Language Modeling using Shorter Inputs ACL 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation ACL 2021
How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task ACL 2021
Automated Log-Scale Quantization for Low-Cost Deep Neural Networks CVPR 2021
Anycost GANs for Interactive Image Synthesis and Editing CVPR 2021
BASE Layers: Simplifying Training of Large, Sparse Models ICML 2021
Content-Aware GAN Compression CVPR 2021
Decoupled Dynamic Filter Networks CVPR 2021
Searching for Fast Model Families on Datacenter Accelerators CVPR 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021
EDNet: Efficient Disparity Estimation With Cost Volume Combination and Attention-Based Spatial Residual CVPR 2021
Dynamic Region-Aware Convolution CVPR 2021
PatchmatchNet: Learned Multi-View Patchmatch Stereo CVPR 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021
Finetuning Pretrained Transformers into RNNs EMNLP 2021
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021
Efficient Equivariant Network NIPS 2021