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← Architectures
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
Graph Context Transformation Learning for Progressive Correspondence Pruning
AAAI 2024
Exploiting the Social-Like Prior in Transformer for Visual Reasoning
AAAI 2024
SpaceGTN: A Time-Agnostic Graph Transformer Network for Handwritten Diagram Recognition and Segmentation
AAAI 2024
Latent Space Editing in Transformer-Based Flow Matching
AAAI 2024
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition
AAAI 2024
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
AAAI 2024
MFTN: Multi-Level Feature Transfer Network Based on MRI-Transformer for MR Image Super-resolution
AAAI 2024
DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity
AAAI 2024
Block Image Compressive Sensing with Local and Global Information Interaction
AAAI 2024
QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos
AAAI 2024
ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization
AAAI 2024
MFOS: Model-Free & One-Shot Object Pose Estimation
AAAI 2024
Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention
AAAI 2024
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget
AAAI 2024
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images
AAAI 2024
GridFormer: Point-Grid Transformer for Surface Reconstruction
AAAI 2024
Bi-ViT: Pushing the Limit of Vision Transformer Quantization
AAAI 2024
Harnessing Edge Information for Improved Robustness in Vision Transformers
AAAI 2024
CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding
AAAI 2024
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning
AAAI 2024
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer
AAAI 2024
Compact HD Map Construction via Douglas-Peucker Point Transformer
AAAI 2024
Advancing Video Synchronization with Fractional Frame Analysis: Introducing a Novel Dataset and Model
AAAI 2024
Cell Graph Transformer for Nuclei Classification
AAAI 2024
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions
AAAI 2024
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