1D U-Net
PulseAugur coverage of 1D U-Net — every cluster mentioning 1D U-Net across labs, papers, and developer communities, ranked by signal.
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Pocket-STVG offers efficient Spatio-Temporal Video Grounding
Researchers have developed Pocket-STVG (P-STVG), a new lightweight architecture designed for Spatio-Temporal Video Grounding (STVG). This system aims to accurately locate spatio-temporal tubes in videos that correspond …
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Diffusion models generate realistic EV battery-current profiles
Researchers have developed a conditional diffusion model designed to generate realistic electric vehicle (EV) battery-current profiles. This framework uses a 1D U-Net backbone and a latent conditioning encoder to map ro…
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SketchFlow generates vector sketches from text using Optimal Transport and flow matching
Researchers have introduced SketchFlow, a new generative framework for creating vector sketches from text prompts. This method utilizes Optimal Transport theory and flow matching to map text concepts directly within the…
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DiffEEG model uses diffusion and RL for seizure detection with less data
Researchers have developed DiffEEG, a self-supervised foundation model designed to improve EEG-based seizure detection, particularly in cases with limited annotated data and imbalanced classes. The model utilizes denois…