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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
Compass: Encrypted Semantic Search with High Accuracy
OSDI 2025
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
CVPR 2025
UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention.
ACL 2025
DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry
CVPR 2025
Unlocking Generalization Power in LiDAR Point Cloud Registration
CVPR 2025
MambaIRv2: Attentive State Space Restoration
CVPR 2025
CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection
ACL 2025
ArtFormer: Controllable Generation of Diverse 3D Articulated Objects
CVPR 2025
StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies
AACL 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling
AACL 2025
CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification
ACL 2025
PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT
SEMEVAL 2025
INFOTEC-NLP at SemEval-2025 Task 11: A Case Study on Transformer-Based Models and Bag of Words
SEMEVAL 2025
BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News
SEMEVAL 2025
Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification
ACL 2025
iLostTheCode at SemEval-2025 Task 10: Bottom-up Multilevel Classification of Narrative Taxonomies
SEMEVAL 2025
NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification
SEMEVAL 2025
CharsiuRice at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
SEMEVAL 2025
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking
ACL 2025
Aligning Moments in Time using Video Queries
ICCV 2025
Adversarial Attention Perturbations for Large Object Detection Transformers
ICCV 2025
DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes
ICCV 2025
Temporally Grounding Instructional Diagrams in Unconstrained Videos
WACV 2025
GenFlow3D: Generative Scene Flow Estimation and Prediction on Point Cloud Sequences
ICCV 2025
On the Generalization of Representation Uncertainty in Earth Observation
ICCV 2025
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