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Flow-matching models can now be fine-tuned with GRPO using only a third of the training steps, thanks to a novel off-policy approach.
SAM's impressive interactive segmentation skills don't translate to remote sensing road extraction until you constrain point prompts to local patches, unlocking fine-grained control.
