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Deep Learning

78,198 papers (26 classified directly here)

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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