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.

169,341 papers · 148 categories

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2 results for “photorealism”

Conditional Image Synthesis With Auxiliary Classifier GANsstat.ML

Improved GANs generate high-res images with class information.

problem Synthesizing high-resolution photorealistic images.

method Conditional GANs with label conditioning for improved image synthesis.

result 128x128 resolution samples are more discriminable and diverse than lower resolutions.

GANs image synthesis photorealism high resolution class information

2016-10-30abs ↗pdf ↗

Steering Rectified Flow Models in the Vector Field for Controlled Image Generationcs.CV

FlowChef steers RFMs to efficiently guide image generation tasks.

problem Efficiently guiding image generation tasks with RFMs.

method Developed a theoretical and empirical understanding of RFMs' vector field dynamics, proposing FlowChef for gradient-free navigation.

result FlowChef significantly outperforms baselines in performance, memory, and time requirements.

rectified flow models image generation gradient-free navigation controlled image editing inverse problems

2024-11-27abs ↗pdf ↗