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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
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition
AAAI 2025
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction
AAAI 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
AAAI 2025
Self-Explainable Graph Transformer for Link Sign Prediction
AAAI 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget
CVPR 2025
Semantic and Sequential Alignment for Referring Video Object Segmentation
CVPR 2025
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification
AAAI 2025
ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation
AAAI 2025
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
EMNLP 2025
A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
EMNLP 2025
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings
EMNLP 2025
Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models
EMNLP 2025
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
AAAI 2025
AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation
CVPR 2025
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
EMNLP 2025
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25
EMNLP 2025
BWFormer: Building Wireframe Reconstruction from Airborne LiDAR Point Cloud with Transformer
CVPR 2025
Detecting Legal Citations in United Kingdom Court Judgments
EMNLP 2025
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
CVPR 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation
AAAI 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation
CVPR 2025
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living
CVPR 2025
Too Helpful, Too Harmless, Too Honest or Just Right?
EMNLP 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes
ACL 2025
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