GUI-JEPA scores mobile GUI actions in latent space without decoding
On AndroidControl it is 2.8–4.0x faster than a fine-tuned Qwen2.5-VL-7B agent while using 6% of the parameters.
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On AndroidControl it is 2.8–4.0x faster than a fine-tuned Qwen2.5-VL-7B agent while using 6% of the parameters.
NeuronEye activates query-relevant visual concepts in frozen VLMs, lifting Qwen2.5-VL-7B CV-Bench by 3.1 points.
ReaLVR adds visual-evidence supervision to latent reasoning, hitting 63.7% on Qwen2.5-VL-7B and scaling to 235B.
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