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Deep Learning
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Transformers
9294 directly classified 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
VladVA: Discriminative Fine-tuning of LVLMs
CVPR 2025
Detecting Legal Citations in United Kingdom Court Judgments
EMNLP 2025
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers
EMNLP 2025
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval
EMNLP 2025
HSI: A Holistic Style Injector for Arbitrary Style Transfer
CVPR 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
AAAI 2025
VITED: Video Temporal Evidence Distillation
CVPR 2025
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models
EMNLP 2025
Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms
EMNLP 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers
WACV 2025
EDMB: Edge Detector with Mamba
WACV 2025
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
WACV 2025
DSTR: Dual Scenes Transformer for Cross-Modal Fusion in 3D Object Detection
WACV 2025
ORFormer: Occlusion-Robust Transformer for Accurate Facial Landmark Detection
WACV 2025
MaskVD: Region Masking for Efficient Video Object Detection
WACV 2025
Event-Guided Fusion-Mamba for Context-Aware 3D Human Pose Estimation
WACV 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition
WACV 2025
PVT: An Implicit Surface Reconstruction Framework via Point Voxel Geometric-Aware Transformer
WACV 2025
Phaseformer: Phase-Based Attention Mechanism for Underwater Image Restoration and Beyond
WACV 2025
Self-Explainable Graph Transformer for Link Sign Prediction
AAAI 2025
Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction
CVPR 2025
Low-Light Image Enhancement via Generative Perceptual Priors
AAAI 2025
NaviFormer: A Spatio-Temporal Context-Aware Transformer for Object Navigation
AAAI 2025
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
CVPR 2025
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