CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization

arXiv:2605.08802 · cs.CV · Submitted 2026-05-09 · Read on arXiv

cs.CV

Submitted: 2026-05-09

Updated: 2026-10-19

Terminology

• Latent Visual Reasoning — 4× in this paper · explained in 2 episodes
• Latent Representation — 2× in this paper · explained in 2 episodes
• Latent Representations — 2× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Contrastive Optimization for Latent Visual Reasoning — 1× in this paper
• Latent Reasoning — 1× in this paper · explained in 3 episodes
• Latent Space — 1× in this paper · explained in 7 episodes
• MLLMs — 1× in this paper · explained in 2 episodes
• MLLMs (Multimodal Large Language Models) — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes

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