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cs.CV2026
Perturb the Thought, Not the Pixels: Latent-Space Rollout Diversification for Reinforcement Learning of Vision-Language Models
Michael Jerge, Joseph Pelczar, Justin Downes
Reinforcement learning with verifiable rewards (RLVR) improves the reasoning ability of vision-language models (VLMs), and diversifying the rollouts within each optimization group…
cs.CV2026★ 1 cited
Saliency Driven Imagery Preprocessing for Efficient Compression -- Industrial Paper
Justin Downes, Sam Saltwick, Anthony Chen
The compression of satellite imagery remains an important research area as hundreds of terabytes of images are collected every day, which drives up storage and bandwidth costs. Alt…