You ever open a photo and feel that tiny heartbreak? The moment is perfect—great product shot, cute portrait, killer travel scene—but the file just isn’t there. It’s a bit soft. A bit noisy. A bit ...

Abstract: The goal of a deep learning-based general image fusion method is to solve multiple image fusion tasks with a single model, thereby facilitating the deployment of models in practical ...

Abstract: Deep neural network (DNN)-based joint source and channel coding is proposed for privacy-aware end-to-end image transmission against multiple eavesdroppers. Both scenarios of colluding and ...

GRPO training with minimal dependencies (and low GPU memory usage!). We implement almost everything from scratch and only depend on tokenizers for tokenization and pytorch for training. Group Relative ...

ImgEdit is a large-scale, high-quality image-editing dataset comprising 1.2 million carefully curated edit pairs, which contain both novel and complex single-turn edits, as well as challenging ...

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