conftrace_
← Techniques
Deep Learning › Techniques ›

Model Architecture

4,354 papers

Papers per year

1
22
405
506
'10
'15
'20
'25

Papers

SA-BNN: State-Aware Binary Neural Network AAAI 2021
Learning Affinity-Aware Upsampling for Deep Image Matting CVPR 2021
StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ICCV 2021
Rethinking Spatial Dimensions of Vision Transformers ICCV 2021
Towards Stable and Robust AdderNets NIPS 2021
See Through Gradients: Image Batch Recovery via GradInversion CVPR 2021
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos IJCAI 2021
Training Neural Networks with Fixed Sparse Masks NIPS 2021
Making DensePose Fast and Light WACV 2021
Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
Knodle: Modular Weakly Supervised Learning with PyTorch IJCNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation IJCNLP 2021
3DStyleNet: Creating 3D Shapes With Geometric and Texture Style Variations ICCV 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences IJCNLP 2021
Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021
CHIP: CHannel Independence-based Pruning for Compact Neural Networks NIPS 2021
The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models IJCNLP 2021
Statistical mechanical analysis of neural network pruning UAI 2021
Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks ICML 2021
Gaussian Context Transformer CVPR 2021
R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating ICCV 2021
On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021
Joint Learning of 3D Shape Retrieval and Deformation CVPR 2021