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neural network

7,070 papers

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Papers

Learning to Stop: Deep Learning for Mean Field Optimal Stopping ICML 2025 Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025 Learn Singularly Perturbed Solutions via Homotopy Dynamics ICML 2025 Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning AAAI 2025 Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model ICLR 2025 Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs ICLR 2025 LexGen: Domain-aware Multilingual Lexicon Generation ACL 2025 Lightning UQ Box: Uncertainty Quantification for Neural Networks JMLR 2025 Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes CVPR 2025 Linear Attention Modeling for Learned Image Compression CVPR 2025 LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression ICCV 2025 ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection IJCAI 2025 LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing ICLR 2025 LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025 LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization WACV 2025 Locally Convex Global Loss Network for Decision-Focused Learning AAAI 2025 Logos as a Well-Tempered Pre-train for Sign Language Recognition EMNLP 2025 Long-Sequence Recommendation Models Need Decoupled Embeddings ICLR 2025 M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025 MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval ICLR 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks ICLR 2025 MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025 MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy ICCV 2025 MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions AAAI 2025