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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
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
CVPR 2024
VRetouchEr: Learning Cross-frame Feature Interdependence with Imperfection Flow for Face Retouching in Videos
CVPR 2024
Multimodal Prompt Perceiver: Empower Adaptiveness Generalizability and Fidelity for All-in-One Image Restoration
CVPR 2024
DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
CVPR 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era
CVPR 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction
CVPR 2024
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
CVPR 2024
H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration
CVPR 2024
Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion
CVPR 2024
Towards Better Vision-Inspired Vision-Language Models
CVPR 2024
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection
CVPR 2024
Exploring Vision Transformers for 3D Human Motion-Language Models with Motion Patches
CVPR 2024
Estimating Extreme 3D Image Rotations using Cascaded Attention
CVPR 2024
Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration
CVPR 2024
Domain Prompt Learning with Quaternion Networks
CVPR 2024
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
CVPR 2024
DiVAS: Video and Audio Synchronization with Dynamic Frame Rates
CVPR 2024
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
CVPR 2024
Compositional Video Understanding with Spatiotemporal Structure-based Transformers
CVPR 2024
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
CVPR 2024
Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement
CVPR 2024
Capturing Closely Interacted Two-Person Motions with Reaction Priors
CVPR 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
CVPR 2024
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding
CVPR 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network
CVPR 2024
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