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multi-layer perceptron

215 papers

MLP

Papers

Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP ICCV 2025 HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025 HAR-former: Hybrid Transformer with an Adaptive Time-Frequency Representation Matrix for Long-Term Series Forecasting AISTATS 2025 ISP2HRNet: Learning to Reconstruct High Resolution Image from Irregularly Sampled Pixels via Hierarchical Gradient Learning ICCV 2025 JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 LEAPS: A discrete neural sampler via locally equivariant networks ICML 2025 Learning Kolmogorov-Arnold Neural Activation Functions by Infinite-Dimensional Optimization L4DC 2025 Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Looped ReLU MLPs May Be All You Need as Practical Programmable Computers AISTATS 2025 MysticCIOL@DravidianLangTech 2025: A Hybrid Framework for Sentiment Analysis in Tamil and Tulu Using Fine-Tuned SBERT Embeddings and Custom MLP Architectures NAACL 2025 NAAM: Node-Aware Attention Mechanism for Distilling GNNs-to-MLP (Student Abstract) AAAI 2025 Polarity inversion operators in PLM CoNLL 2025 QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression AAAI 2025 QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification SemEval 2025 Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons AISTATS 2025 SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025 SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting ICML 2025 SL2A-INR: Single-Layer Learnable Activation for Implicit Neural Representation ICCV 2025 SpiralMLP: A Lightweight Vision MLP Architecture WACV 2025 Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation IJCAI 2025 TabM: Advancing tabular deep learning with parameter-efficient ensembling ICLR 2025 Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting AAAI 2025 xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition AAAI 2025