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model architecture

324 papers

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neural network (6616) convolutional neural network (4216) vision transformer (1091) image classification (1943) neural architecture search (665) neural network optimization (1293) efficient computing (779) model compression (3283) attention mechanism (3975) deep learning (2111)

Papers

Lite Vision Transformer With Enhanced Self-Attention CVPR 2022
Scenic: A JAX Library for Computer Vision Research and Beyond CVPR 2022
On the Integration of Self-Attention and Convolution CVPR 2022
MLP-3D: A MLP-Like 3D Architecture With Grouped Time Mixing CVPR 2022
A ConvNet for the 2020s CVPR 2022
MetaFormer Is Actually What You Need for Vision CVPR 2022
Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022
NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract) AAAI 2022
BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining IJCAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022
EfficientFormer: Vision Transformers at MobileNet Speed NIPS 2022
A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks NIPS 2022
Saliency-Aware Neural Architecture Search NIPS 2022
Automated Super-Network Generation for Scalable Neural Architecture Search AUTOML 2022
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search WACV 2022
Neural Retriever and Go Beyond: A Thesis Proposal NAACL 2022
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition INTERSPEECH 2022
Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
Beyond Fixation: Dynamic Window Visual Transformer CVPR 2022
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture NIPS 2022
Searching for BurgerFormer with Micro-Meso-Macro Space Design ICML 2022
Life after BERT: What do Other Muppets Understand about Language? ACL 2022