🕵️ Vector Smuggling - matmat · Scour

What Objects Enable, Not What They Are: Functional Latent Spaces for Affordance Reasoning

🧠Learned Codecs Academic

In-Context Learning for Latent Space Bayesian Optimization

🧠Learned Codecs Academic

STREAM: Stochastic Riemannian Flow Matching with Anisotropic Decoder for Digital Histopathology Image Generation

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Latent Anchor-Driven Test Generation for Deep Neural Networks

🧠Learned Codecs Academic

Latent Diffusion Policy: Shaping Latent Spaces for Diffusion-Based Robotic Manipulation

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EEGDancer: Dynamic Emotion Latent Space Masked Modeling with Reinforcement Learning for EEG Continuous Emotion Prediction

🧠Learned Codecs Academic

Less-relevant results

Constructing VAE Latent Spaces with Prescribed Topology

🧠Learned Codecs Academic

Latent Spatial Memory for Video World Models

🧠Learned Codecs Academic

Prospective Dynamic 3D MRI Reconstruction via Latent-Space Motion Tracking from Single Measurement

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Beyond Linear Activation Steering: Invertible Latent Transformations for Controlling LLM Behavior

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Bootstrap Theory of Representational Emergence: Explanatory Insufficiency as a Driver of Representation Learning and World Models

🧠Machine Learning Academic

Learning Geometric Representations from Videos for Spatial Intelligent Multimodal Large Language Models

🧠Learned Codecs Academic

Conformal Disentanglement and Latent-Space Curation: A Neural Framework for Perspective Synthesis, Differentiation and Targeted Generation

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Predict and Reconstruct: Joint Objectives for Self-Supervised Language Representation Learning

🧠Learned Codecs Academic

Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders

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MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer

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When Behavioral Safety Evaluation Fails: A Representation-Level Perspective

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FF-JEPA: Long-Horizon Planning in World Models with Latent Planners

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BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation

🧠Learned Codecs Academic

CoFi-UCGen: Coarse-to-Fine Unsupervised Conditional Generation without Label Priors

🧠Learned Codecs Academic

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