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Model Architecture

4,351 papers

Papers per year

Papers

Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets MIDL 2021
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations MIDL 2021
Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021
Feature-based image registration in structured light endoscopy MIDL 2021
Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images MIDL 2021
In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021
Low-Complexity Probing via Finding Subnetworks NAACL 2021
Mask Attention Networks: Rethinking and Strengthen Transformer NAACL 2021
An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls NAACL 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization NAACL 2021
Multimodal End-to-End Sparse Model for Emotion Recognition NAACL 2021
Towards Sentiment and Emotion aided Multi-modal Speech Act Classification in Twitter NAACL 2021
Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems NAACL 2021
TALEP at CMCL 2021 Shared Task: Non Linear Combination of Low and High-Level Features for Predicting Eye-Tracking Data NAACL 2021
On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021
Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021
PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections OSDI 2021
NeRP: Neural Rearrangement Planning for Unknown Objects RSS 2021
EVPropNet: Detecting Drones By Finding Propellers For Mid-Air Landing And Following RSS 2021
Structured sparsification with joint optimization of group convolution and channel shuffle UAI 2021
Exploring the loss landscape in neural architecture search UAI 2021
Natural language adversarial defense through synonym encoding UAI 2021
ReZero is all you need: fast convergence at large depth UAI 2021
Statistical mechanical analysis of neural network pruning UAI 2021