Research Explorer
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Achievements
About
Methodology
← Architectures
Deep Learning
›
Architectures
›
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
Revisiting Word Embeddings in the LLM Era
IJCNLP 2025
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget
CVPR 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition
IJCNLP 2025
BWFormer: Building Wireframe Reconstruction from Airborne LiDAR Point Cloud with Transformer
CVPR 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting
IJCNLP 2025
Semantic and Sequential Alignment for Referring Video Object Segmentation
CVPR 2025
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance
IJCNLP 2025
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking
CVPR 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation
CVPR 2025
Mamba-Reg: Vision Mamba Also Needs Registers
CVPR 2025
Seeing More with Less: Human-like Representations in Vision Models
CVPR 2025
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living
CVPR 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
ACL 2025
A Self-Distillation Recipe for Neural Machine Translation
ACL 2025
RDD: Robust Feature Detector and Descriptor using Deformable Transformer
CVPR 2025
Your ViT is Secretly an Image Segmentation Model
CVPR 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models
ACL 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes
ACL 2025
HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting
AAAI 2025
LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages
ACL 2025
CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction
AAAI 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
AAAI 2025
BERT-Based Code Learning for Exception Localization and Type Prediction
AAAI 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design
AAAI 2025
JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse
ACL 2025
<
1
…
48
49
50
…
372
>