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Transformers

9,294 papers

Papers per year

Papers

Multichannel Speech Separation with Narrow-band Conformer INTERSPEECH 2022
Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors INTERSPEECH 2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis INTERSPEECH 2022
A Vietnamese-English Neural Machine Translation System INTERSPEECH 2022
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity JMLR 2022
Sparse Continuous Distributions and Fenchel-Young Losses JMLR 2022
Learning to Automatically Generate Accurate ECG Captions MIDL 2022
SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG MIDL 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis MIDL 2022
Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer MIDL 2022
Vision Transformers Enable Fast and Robust Accelerated MRI MIDL 2022
Hybrid Ladder Transformers with Efficient Parallel-Cross Attention for Medical Image Segmentation MIDL 2022
MR Image Super Resolution By Combining Feature Disentanglement CNNs and Vision Transformers MIDL 2022
LILE: Look In-Depth before Looking Elsewhere – A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives MIDL 2022
Self-Supervised Transformers for fMRI representation MIDL 2022
Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models? MIDL 2022
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are? MIDL 2022
An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification MLHC 2022
Language Model Augmented Monotonic Attention for Simultaneous Translation NAACL 2022
LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification NAACL 2022
Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers NAACL 2022