conftrace_

model efficiency

206 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) vision transformer (1106) image classification (1944) large language model (13587) neural network optimization (1293) knowledge distillation (3725) convolutional neural network (4226) attention mechanism (4001) neural architecture search (666)

Papers

Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks CVPR 2023
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers ICCV 2023
EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics EMNLP 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models ICCV 2023
Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023
Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers CVPR 2023
Learning Expressive Prompting With Residuals for Vision Transformers CVPR 2023
Meta Architecture for Point Cloud Analysis CVPR 2023
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers CVPR 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks IJCNLP 2022
Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022
Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022
DyRep: Bootstrapping Training With Dynamic Re-Parameterization CVPR 2022
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks WACV 2022
Federated Pruning: Improving Neural Network Efficiency with Federated Learning INTERSPEECH 2022
Conformer Space Neural Architecture Search for Multi-Task Audio Separation INTERSPEECH 2022
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022
Predicting Attention Sparsity in Transformers ACL 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation CVPR 2022