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← Architectures
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
MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing
IJCAI 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention
IJCAI 2022
Long-Short Term Cross-Transformer in Compressed Domain for Few-Shot Video Classification
IJCAI 2022
Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering
IJCAI 2022
IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution
IJCAI 2022
PACE: Predictive and Contrastive Embedding for Unsupervised Action Segmentation
IJCAI 2022
RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training
IJCAI 2022
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining
IJCAI 2022
CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd Counting
IJCAI 2022
Entity-aware and Motion-aware Transformers for Language-driven Action Localization
IJCAI 2022
CATrans: Context and Affinity Transformer for Few-Shot Segmentation
IJCAI 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure
IJCAI 2022
Geometric Transformer for End-to-End Molecule Properties Prediction
IJCAI 2022
Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs
IJCAI 2022
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence
IJCAI 2022
MMT: Multi-way Multi-modal Transformer for Multimodal Learning
IJCAI 2022
Fallacious Argument Classification in Political Debates
IJCAI 2022
Position-aware Joint Entity and Relation Extraction with Attention Mechanism
IJCAI 2022
Tradformer: A Transformer Model of Traditional Music Transcriptions
IJCAI 2022
S2SNet: A Pretrained Neural Network for Superconductivity Discovery
IJCAI 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
IJCAI 2022
Vision-and-Language Pretrained Models: A Survey
IJCAI 2022
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning
IJCNLP 2022
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications
IJCNLP 2022
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation
IJCNLP 2022
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