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Deep Learning
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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
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts
SEMEVAL 2025
YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT
SEMEVAL 2025
silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer
SEMEVAL 2025
Agtech Framework for Cranberry-Ripening Analysis using Vision Foundation Models
WACV 2025
RGB2Point: 3D Point Cloud Generation from Single RGB Images
WACV 2025
SpectFormer: Frequency and Attention is What You Need in a Vision Transformer
WACV 2025
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers
WACV 2025
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation
WACV 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers
WACV 2025
HDPNet: Hourglass Vision Transformer with Dual-Path Feature Pyramid for Camouflaged Object Detection
WACV 2025
Advancing Chart Question Answering with Robust Chart Component Recognition
WACV 2025
CCASeg: Decoding Multi-Scale Context with Convolutional Cross-Attention for Semantic Segmentation
WACV 2025
A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention
WACV 2025
Mamba-ST: State Space Model for Efficient Style Transfer
WACV 2025
DT-LSD: Deformable Transformer-Based Line Segment Detection
WACV 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion
WACV 2025
ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos
WACV 2025
Ordinal Multiple-Instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer
WACV 2025
EDMB: Edge Detector with Mamba
WACV 2025
USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement
WACV 2025
Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering
WACV 2025
DragonTrack: Transformer-Enhanced Graphical Multi-Person Tracking in Complex Scenarios
WACV 2025
Disentangle Source and Target Knowledge for Continual Test-Time Adaptation
WACV 2025
Autoregressive Adaptive Hypergraph Transformer for Skeleton-Based Activity Recognition
WACV 2025
U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation
WACV 2025
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