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Model Architecture

4,351 papers

Papers per year

Papers

Ripple Attention for Visual Perception with Sub-quadratic Complexity ICML 2022
Sound and Complete Verification of Polynomial Networks NIPS 2022
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks ICML 2022
SGAT: Simplicial Graph Attention Network IJCAI 2022
Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? NAACL 2022
HoD-Net: High-Order Differentiable Deep Neural Networks and Applications AAAI 2022
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis CVPR 2022
Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture CVPR 2022
Implicit Neural Representations for Deformable Image Registration MIDL 2022
Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022
Cost Ensemble with Gradient Selecting for GANs IJCAI 2022
XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022
An Image Patch Is a Wave: Phase-Aware Vision MLP CVPR 2022
YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation MIDL 2022
Adversarial Robustness against Multiple and Single $l_p$-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
Log-Polar Space Convolution Layers NIPS 2022
Multicoated Supermasks Enhance Hidden Networks ICML 2022
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022
CTFALite: Lightweight Channel-specific Temporal and Frequency Attention Mechanism for Enhancing the Speaker Embedding Extractor INTERSPEECH 2022
Stochastic Adaptive Activation Function NIPS 2022
Towards Theoretically Inspired Neural Initialization Optimization NIPS 2022
Your Transformer May Not be as Powerful as You Expect NIPS 2022
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection CVPR 2022
Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error CVPR 2022