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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025 Graph4MM: Weaving Multimodal Learning with Structural Information ICML 2025 Graph Adaptive Autoregressive Moving Average Models ICML 2025 GraphAgent: Agentic Graph Language Assistant EMNLP 2025 Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience AAAI 2025 Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages ACL 2025 Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling ICLR 2025 Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models ICML 2025 Graph-Attention Network with Adversarial Domain Alignment for Robust Cross-Domain Facial Expression Recognition ACML 2025 Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025 GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians AAAI 2025 Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025 Graph-Based Multi-Trait Essay Scoring EMNLP 2025 GraphBridge: Towards Arbitrary Transfer Learning in GNNs ICLR 2025 GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking ACL 2025 Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training AAAI 2025 Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025 Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025 Graph Diffusion for Robust Multi-Agent Coordination ICML 2025 Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction ICCV 2025 Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection CVPR 2025 GraphemeAug: A Systematic Approach to Synthesized Hard Negative Keyword Spotting Examples Interspeech 2025 GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025 GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation ICLR 2025 Graph Generative Pre-trained Transformer ICML 2025