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Deep Learning
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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
LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Images
WACV 2025
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring
WACV 2025
ConvMixFormer- A Resource-Efficient Convolution Mixer for Transformer-Based Dynamic Hand Gesture Recognition
WACV 2025
Transferable-Guided Attention is All You Need for Video Domain Adaptation
WACV 2025
DarSwin-Unet: Distortion Aware Architecture
WACV 2025
XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification
AACL 2025
Teaching by Failure: Counter-Example–Driven Curricula for Transformer Self-Improvement
AACL 2025
Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation
AACL 2025
SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents
AACL 2025
TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context
AACL 2025
Hypercomplex Transformer: Novel Attention Mechanism
AACL 2025
BElite at BLP-2025 Task 1: Leveraging Ensemble for Multi Task Hate Speech Detection in Bangla
AACL 2025
NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles
AACL 2025
Retriv at BLP-2025 Task 1: A Transformer Ensemble and Multi-Task Learning Approach for Bangla Hate Speech Identification
AACL 2025
Code_Gen at BLP-2025 Task 1: Enhancing Bangla Hate Speech Detection with Transformers through Token-Aware Adversarial Contrastive Training and Layer-wise Learning Rate Decay
AACL 2025
Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text
AACL 2025
CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2
AACL 2025
BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation
AACL 2025
Accent Placement Models for Rigvedic Sanskrit Text
AACL 2025
Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models
AACL 2025
A3-108 at BHASHA Task1: Asymmetric BPE configuration for Grammar Error Correction
AACL 2025
DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction
AACL 2025
Team Horizon at BHASHA Task 2: Fine-tuning Multilingual Transformers for Indic Word Grouping
AACL 2025
From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation
AACL 2025
Enhancing Patient-Centric Healthcare Communication Through Multimodal Emotion Recognition: A Transformer-Based Framework for Clinical Decision Support
AACL 2025
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