Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
1
2
47
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87
90
125
229
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453
859
1,652
3,233
5,368
6,434
7,726
8,506
9,951
12,524
14,487
6,029
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'25
Papers (including subtopics)
RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning
EMNLP 2025
RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs
ICLR 2025
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce
NAACL 2025
Rubic2: Ensemble Model for Russian Lemmatization
ACL 2025
RUBY: An Effective Framework for Multi-Constraint Multi-Hop Question Generation
ACL 2025
Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection
EMNLP 2025
RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models
ACL 2025
Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning
AAAI 2025
Rumor Detection on Social Media with Temporal Propagation Structure Optimization
COLING 2025
RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations
AAAI 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor
IJCAI 2025
Run LoRA Run: Faster and Lighter LoRA Implementations
ACL 2025
Running Conventional Automatic Speech Recognition on Memristor Hardware: A Simulated Approach
Interspeech 2025
Runtime Analysis of Evolutionary NAS for Multiclass Classification
ICML 2025
RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation
NAACL 2025
Rust-doctor: Enhanced Feature for Rust Ownership and Lifetime Repair with Balanced Training Data Generation
EMNLP 2025
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding
ACL 2025
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
ICML 2025
s1: Simple test-time scaling
EMNLP 2025
S2D-LFE: Sparse-to-Dense Light Field Event Generation
CVPR 2025
S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion
AAAI 2025
S2M2: Scalable Stereo Matching Model for Reliable Depth Estimation
ICCV 2025
S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation
AAAI 2025
S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
ACL 2025
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging
AAAI 2025