On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,978 papers · 148 categories

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3 results for “SENET”

FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Predictioncs.LG

FiBiNET combines feature importance and bilinear interactions for CTR prediction.

problem Improving click-through rate prediction in advertising and feed ranking systems.

method FiBiNET dynamically learns feature importance via SENET and bilinear feature interactions.

result FiBiNET outperforms shallow and deep models on real-world datasets.

CTR prediction feature importance bilinear interactions SENET deep neural networks

2019-05-23abs ↗pdf ↗

Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNetscs.LG

Skip connections make adversarial examples more transferable in ResNets.

problem Transferability of adversarial examples in ResNets with skip connections.

method Skip Gradient Method (SGM) to craft more transferable adversarial examples.

result SGM improves transferability of adversarial examples in various DNNs.

Adversarial examples ResNets Skip connections Transferability Security

2020-02-14abs ↗pdf ↗

Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognitioncs.CV

ESE-FN improves elderly activity recognition accuracy.

problem Recognizing individual actions and human-object interactions in elderly activities.

method Exploits multi-modal features from RGB videos and skeleton sequences using ESE attentions and a new Multi-modal Loss.

result ESE-FN achieves best accuracy on ETRI-Activity3D dataset.

elderly activity recognition multi-modal fusion attention mechanism skeleton sequences RGB videos

2021-12-21abs ↗pdf ↗