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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
Deep Multi-modal Graph Clustering via Graph Transformer Network
AAAI 2025
Capturing the Unseen: Vision-Free Facial Motion Capture Using Inertial Measurement Units
AAAI 2025
Cross-modulated Attention Transformer for RGBT Tracking
AAAI 2025
HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection
AAAI 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex
AAAI 2025
Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing
AAAI 2025
GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition.
AAAI 2025
PanoDiT: Panoramic Videos Generation with Diffusion Transformer
AAAI 2025
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition
AAAI 2025
Low-Light Image Enhancement via Generative Perceptual Priors
AAAI 2025
GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data
AAAI 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
AAAI 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025
Self-Explainable Graph Transformer for Link Sign Prediction
AAAI 2025
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction
AAAI 2025
Iterative Sparse Attention for Long-sequence Recommendation
AAAI 2025
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
AAAI 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation
AAAI 2025
ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation
AAAI 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics
AAAI 2025
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification
AAAI 2025
Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data
AAAI 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting
AAAI 2025
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
ICCV 2025
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