Methods › General › Feedforward Networks › Feedforward Network
Feedforward Network
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Feedforward Network, or a Multilayer Perceptron (MLP), is a neural network with solely densely connected layers. This is the classic neural network architecture of the literature. It consists of inputs x passed through units h (of which there can be many layers) to predict a target y. Activation functions are generally chosen to be non-linear to allow for flexible functional approximation.
Image Source: Deep Learning, Goodfellow et al
Papers archive 2025-07-28
30 shown of 1,339, 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.
-
Enhancing Expressivity of Quantum Neural Networks Based on the SWAP test 20 Jun 2025 · 0 repositories · arXiv:2506.16938
-
DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba 12 Jun 2025 · 1 repository · arXiv:2506.10390
-
Probabilistic Variational Contrastive Learning 11 Jun 2025 · 0 repositories · arXiv:2506.10159
-
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data 10 Jun 2025 · 1 repository · arXiv:2506.10031
-
Circumventing Backdoor Space via Weight Symmetry 9 Jun 2025 · 1 repository · arXiv:2506.07467
-
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection 29 May 2025 · 0 repositories · arXiv:2505.23317
-
Weakly-supervised Localization of Manipulated Image Regions Using Multi-resolution Learned Features 29 May 2025 · 0 repositories · arXiv:2505.23586
-
Hardware-Efficient Attention for Fast Decoding 27 May 2025 · 2 repositories · arXiv:2505.21487
-
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation 26 May 2025 · 0 repositories · arXiv:2505.19746
-
Is Attention Required for Transformer Inference? Explore Function-preserving Attention Replacement 24 May 2025 · 0 repositories · arXiv:2505.21535
-
Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought 21 May 2025 · 0 repositories · arXiv:2505.15431
-
SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification 20 May 2025 · 1 repository · arXiv:2505.14561
-
LiDAR MOT-DETR: A LiDAR-based Two-Stage Transformer for 3D Multiple Object Tracking 19 May 2025 · 0 repositories · arXiv:2505.12753
-
SAINT: Attention-Based Modeling of Sub-Action Dependencies in Multi-Action Policies 17 May 2025 · 1 repository · arXiv:2505.12109
-
ToonifyGB: StyleGAN-based Gaussian Blendshapes for 3D Stylized Head Avatars 15 May 2025 · 0 repositories · arXiv:2505.10072
-
Attention Is Not All You Need: The Importance of Feedforward Networks in Transformer Models 10 May 2025 · 0 repositories · arXiv:2505.06633
-
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search 10 May 2025 · 0 repositories · arXiv:2505.06694
-
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer 9 May 2025 · 1 repository · arXiv:2505.05711
-
PIDiff: Image Customization for Personalized Identities with Diffusion Models 8 May 2025 · 0 repositories · arXiv:2505.05081
-
Representation Learning via Non-Contrastive Mutual Information 23 Apr 2025 · 0 repositories · arXiv:2504.16667
-
An Efficient Aerial Image Detection with Variable Receptive Fields 21 Apr 2025 · 0 repositories · arXiv:2504.15165
-
Impact of Language Guidance: A Reproducibility Study 10 Apr 2025 · 0 repositories · arXiv:2504.08140
-
Quantum Adaptive Self-Attention for Quantum Transformer Models 5 Apr 2025 · 0 repositories · arXiv:2504.05336
-
AnnoPage Dataset: Dataset of Non-Textual Elements in Documents with Fine-Grained Categorization 28 Mar 2025 · 0 repositories · arXiv:2503.22526
-
Barrier-Free Microhabitats: Self-Organized Seclusion in Microbial Communities 27 Mar 2025 · 1 repository · arXiv:2503.21621
-
BiblioPage: A Dataset of Scanned Title Pages for Bibliographic Metadata Extraction 25 Mar 2025 · 1 repository · arXiv:2503.19658
-
Deep learning-based identification of precipitation clouds from all-sky camera data for observatory safety 24 Mar 2025 · 0 repositories · arXiv:2503.18670
-
LGI-DETR: Local-Global Interaction for UAV Object Detection 24 Mar 2025 · 0 repositories · arXiv:2503.18785
-
Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning 24 Mar 2025 · 0 repositories · arXiv:2503.18841
-
A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics 21 Mar 2025 · 0 repositories · arXiv:2503.17538
Tasks archive 2025-07-28
20 shown of 612 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 |
|---|---|
| Object Detection | 179 |
| object-detection | 162 |
| Self-Supervised Learning | 146 |
| Contrastive Learning | 139 |
| Image Generation | 127 |
| Representation Learning | 107 |
| Semantic Segmentation | 103 |
| Decoder | 88 |
| Object | 88 |
| Image Classification | 80 |
| Segmentation | 63 |
| Data Augmentation | 62 |
| image-classification | 61 |
| Attribute | 54 |
| Disentanglement | 49 |
| Transfer Learning | 42 |
| Instance Segmentation | 34 |
| Diversity | 33 |
| Generative Adversarial Network | 32 |
| Classification | 27 |
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