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Deep Learning
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Architectures
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Transformers
9,294 papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
NCUEE-NLP at SemEval-2022 Task 11: Chinese Named Entity Recognition Using the BERT-BiLSTM-CRF Model
SEMEVAL 2022
Probabilistic spatial transformer networks
UAI 2022
CoSPA: An improved masked language model with copy mechanism for Chinese spelling correction
UAI 2022
UNETR: Transformers for 3D Medical Image Segmentation
WACV 2022
Beyond Mono to Binaural: Generating Binaural Audio From Mono Audio With Depth and Cross Modal Attention
WACV 2022
Resource-Efficient Hybrid X-Formers for Vision
WACV 2022
Spatial-Temporal Transformer for 3D Point Cloud Sequences
WACV 2022
LwPosr: Lightweight Efficient Fine Grained Head Pose Estimation
WACV 2022
NUTA: Non-Uniform Temporal Aggregation for Action Recognition
WACV 2022
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition
WACV 2022
All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval
WACV 2022
Image-Adaptive Hint Generation via Vision Transformer for Outpainting
WACV 2022
Billion-Scale Pretraining With Vision Transformers for Multi-Task Visual Representations
WACV 2022
Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations
WACV 2022
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation
WACV 2022
Variational Stacked Local Attention Networks for Diverse Video Captioning
WACV 2022
3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language
WACV 2022
Visualizing Paired Image Similarity in Transformer Networks
WACV 2022
Time-Space Transformers for Video Panoptic Segmentation
WACV 2022
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency
WACV 2022
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog
WACV 2022
Danish Fungi 2020 - Not Just Another Image Recognition Dataset
WACV 2022
Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark
WACV 2022
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking
WACV 2022
Facial Attribute Transformers for Precise and Robust Makeup Transfer
WACV 2022
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