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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer EMNLP 2025 Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025 Gradient-based Explanations for Deep Learning Survival Models ICML 2025 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025 Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025 Gradient descent with generalized Newton’s method ICLR 2025 Gradient Flow Provably Learns Robust Classifiers for Orthonormal GMMs ICML 2025 Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025 Gradient-Guided Annealing for Domain Generalization CVPR 2025 Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025 Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention ICCV 2025 Gradient Weight-normalized Low-rank Projection for Efficient LLM Training AAAI 2025 GradOT: Training-free Gradient-preserving Offsite-tuning for Large Language Models ACL 2025 GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers AAAI 2025 Gradual modeling of the Lombard effect by modifying speaker embeddings from a Text-To-Speech model Interspeech 2025 GRAIN: Exact Graph Reconstruction from Gradients ICLR 2025 GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025 GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025 GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion ACL 2025 GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning ACL 2025 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025 Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach ICLR 2025 GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025