Methods › General › Feedforward Networks › Linear Layer
Linear Layer
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Linear Layer is a projection 𝐗𝐖 + 𝐛.
Papers archive 2025-07-28
30 shown of 25,421, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation 14 Jul 2025 · 1 repository · arXiv:2507.10160
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Compress Any Segment Anything Model (SAM) 11 Jul 2025 · 1 repository · arXiv:2507.08765
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GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning 9 Jul 2025 · 0 repositories · arXiv:2507.07006
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The Trilemma of Truth in Large Language Models 30 Jun 2025 · 1 repository · arXiv:2506.23921
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Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping 13 Jun 2025 · 1 repository
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Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements 12 Jun 2025 · 0 repositories · arXiv:2506.10330
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CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training 12 Jun 2025 · 1 repository · arXiv:2506.10844
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Constructing and Evaluating Declarative RAG Pipelines in PyTerrier 12 Jun 2025 · 1 repository · arXiv:2506.10802
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DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba 12 Jun 2025 · 1 repository · arXiv:2506.10390
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Decomposing MLP Activations into Interpretable Features via Semi-Nonnegative Matrix Factorization 12 Jun 2025 · 1 repository · arXiv:2506.10920
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FaceLiVT: Face Recognition using Linear Vision Transformer with Structural Reparameterization For Mobile Device 12 Jun 2025 · 0 repositories · arXiv:2506.10361
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NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors 12 Jun 2025 · 1 repository · arXiv:2506.10627
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PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis 12 Jun 2025 · 1 repository · arXiv:2506.10669
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Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges 12 Jun 2025 · 0 repositories · arXiv:2506.10408
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TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning 12 Jun 2025 · 1 repository · arXiv:2506.10380
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Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts 12 Jun 2025 · 1 repository · arXiv:2506.10452
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Retrieval of Surface Solar Radiation through Implicit Albedo Recovery from Temporal Context 11 Jun 2025 · 1 repository · arXiv:2506.10174
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A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning 11 Jun 2025 · 0 repositories · arXiv:2506.09429
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Auto-Compressing Networks 11 Jun 2025 · 0 repositories · arXiv:2506.09714
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Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering 11 Jun 2025 · 1 repository · arXiv:2506.09645
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LLM-Powered CPI Prediction Inference with Online Text Time Series 11 Jun 2025 · 1 repository · arXiv:2506.09516
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Measuring Corporate Human Capital Disclosures: Lexicon, Data, Code, and Research Opportunities 11 Jun 2025 · 0 repositories · arXiv:2506.10155
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Q-SAM2: Accurate Quantization for Segment Anything Model 2 11 Jun 2025 · 0 repositories · arXiv:2506.09782
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SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot 11 Jun 2025 · 0 repositories · arXiv:2506.09613
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You Are What You Say: Exploiting Linguistic Content for VoicePrivacy Attacks 11 Jun 2025 · 0 repositories · arXiv:2506.09521
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Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment 10 Jun 2025 · 1 repository · arXiv:2506.10030
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AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP 10 Jun 2025 · 0 repositories · arXiv:2506.08768
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BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models 10 Jun 2025 · 0 repositories · arXiv:2506.08936
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CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs 10 Jun 2025 · 0 repositories · arXiv:2506.08364
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DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs 10 Jun 2025 · 1 repository · arXiv:2506.08500
Tasks archive 2025-07-28
20 shown of 2,621 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Language Modelling | 3,023 |
| Language Modeling | 2,367 |
| Retrieval | 1,800 |
| Question Answering | 1,486 |
| Decoder | 1,427 |
| Sentence | 1,346 |
| RAG | 1,320 |
| Retrieval-augmented Generation | 1,149 |
| Translation | 1,047 |
| Machine Translation | 938 |
| Semantic Segmentation | 890 |
| Large Language Model | 840 |
| Text Generation | 767 |
| Image Classification | 738 |
| Transfer Learning | 731 |
| Object Detection | 674 |
| Representation Learning | 647 |
| Classification | 621 |
| Segmentation | 620 |
| Sentiment Analysis | 620 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections