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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
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection
CVPR 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation
CVPR 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach
CVPR 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
CVPR 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
CVPR 2024
SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation
CVPR 2024
MoST: Multi-Modality Scene Tokenization for Motion Prediction
CVPR 2024
PIGEON: Predicting Image Geolocations
CVPR 2024
Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification
CVPR 2024
HomoFormer: Homogenized Transformer for Image Shadow Removal
CVPR 2024
UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and Unfavorable Sets
CVPR 2024
FAR: Flexible Accurate and Robust 6DoF Relative Camera Pose Estimation
CVPR 2024
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching
CVPR 2024
Multi-modal Learning for Geospatial Vegetation Forecasting
CVPR 2024
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields
CVPR 2024
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
CVPR 2024
OMG-Seg: Is One Model Good Enough For All Segmentation?
CVPR 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
CVPR 2024
Discovering Syntactic Interaction Clues for Human-Object Interaction Detection
CVPR 2024
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation
CVPR 2024
Grounding Everything: Emerging Localization Properties in Vision-Language Transformers
CVPR 2024
Mean-Shift Feature Transformer
CVPR 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
CVPR 2024
Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning
CVPR 2024
ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions
CVPR 2024
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