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

Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NIPS 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022
Attention Mechanism with Energy-Friendly Operations ACL 2022
Adversarial Robustness against Multiple and Single $l_p$-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022
Look More but Care Less in Video Recognition NIPS 2022
Spatial Pruned Sparse Convolution for Efficient 3D Object Detection NIPS 2022
eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
On the Locality of Attention in Direct Speech Translation ACL 2022
Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo WACV 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition CVPR 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Linearizing Transformer with Key-Value Memory EMNLP 2022
Online Convolutional Re-Parameterization CVPR 2022
TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing CVPR 2022
Efficient Classification of Very Large Images With Tiny Objects CVPR 2022
Green Hierarchical Vision Transformer for Masked Image Modeling NIPS 2022
Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022
Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer NIPS 2022
On-Device Training Under 256KB Memory NIPS 2022