Seeing Without Seeing: A Methodological Review of Visual Mental Imagery Reconstruction from Brain Activity
1 version
SZ
Shiyi Zhang
cs.CVcs.LGcs.AIcs.GRcs.MMcs.CL
On Valency
published · living versionsPreprints & journals
13 papers in the corpus · 2025–2026EchoWM: Open and Enterable Omnimodal World Models
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InfinityEdit: Infinite Video Editing with a Lightweight Edit-Ignition Adapter
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Kimi K3: Open Frontier Intelligence
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Self Gradient Forcing: Native Long Video Extrapolation
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Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions
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Echo-Memory: A Controlled Study of Memory in Action World Models
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Echo-Infinity: Learning Evolving Memory for Real-Time Infinite Video Generation
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Meta-CoT: Enhancing Granularity and Generalization in Image Editing
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Generative Visual Chain-of-Thought for Image Editing
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Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO
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TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts
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Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing
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Memorize-and-Generate: Towards Long-Term Consistency in Real-Time Video Generation
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