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  • All entries123,194
  • Agents10,336
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123,194Total entries
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13Categories

Knowledge catalogue

Search: “latent-space”

GridTimelineEvolution
49+ results
Model Releases

On the Information-Theoretic Limits of Latent-Space Watermarking Through Pretrained Generators

DGX agent

arXiv:2609.24377v1 Announce Type: cross Abstract: We study latent-space watermarking through a pretrained generator using a prescribed latent-to-output stochastic mapping, called the renderer. A water

model-releasesarxiv-cs-lg
22 Sept 2026
DGX agent

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Safety

Latent-Space Intervention for Cross-Lingual Factual Consistency: Consistency Improvements without Accuracy Drops

DGX agent

arXiv:2608.28860v1 Announce Type: new Abstract: Large Language Models (LLMs) often answer the same factual question differently across languages. We study whether cross-lingual latent-space interventi

safetyarxiv-cs-cl
1 Sept 2026
Safety

Latent-space Attacks for Refusal Evasion in Language Models

DGX agent

arXiv:2605.21706v2 Announce Type: replace Abstract: Safety-aligned language models are trained to refuse harmful requests, yet refusal behavior can be suppressed by steering their internal representat

safetyarxiv-cs-ai
8 Jun 2026
Research

VIGOR: Zero-Shot Visual Generalization via Latent-Space Consistency in Model-Based Reinforcement Learning

DGX agent

arXiv:2610.02801v1 Announce Type: new Abstract: Model-based reinforcement learning (MBRL) achieves strong sample efficiency by planning within learned latent dynamics, yet its performance degrades sub

researcharxiv-cs-ai
5 Oct 2026
Agents

RoboStriker: Latent-Space Strategic Games for Autonomous Humanoid Boxing

DGX agent

arXiv:2608.16195v1 Announce Type: new Abstract: Achieving human-level competitive intelligence and physical agility in humanoid robots remains a profound challenge, particularly in contact-rich and hi

agentsarxiv-cs-ro
18 Aug 2026
Tutorials

FarSky: Task-Aware Latent-Space Coupling for Generative Intra-Hour Solar Forecasting

DGX agent

arXiv:2608.11254v1 Announce Type: new Abstract: Accurate solar irradiance forecasting is essential for the reliable integration of photovoltaic power into modern electricity grids. All-sky imagers (AS

tutorialsarxiv-cs-lg
13 Aug 2026
Model Releases

Variational Parameter Calibration with Physics-Aware Latent-Space Surrogates

DGX agent

arXiv:2608.11435v1 Announce Type: new Abstract: Forward and inverse modeling of parametric dynamical systems requires surrogate models that are not only accurate for state prediction, but also informa

model-releasesarxiv-cs-lg
13 Aug 2026
Research

From Performance to Viability: A Bootstrap Framework for Latent-Space Representation Learning in Adaptive Biological Systems

DGX agent

arXiv:2606.01374v1 Announce Type: new Abstract: Observable performance is commonly used to characterize biological systems. In adaptive systems, however, similar performances may arise from distinct o

researcharxiv-cs-lg
2 Jun 2026
Research

Time-Anchored Diffusion Language Models: Latent-Space Caching for Fast Generation

DGX agent

arXiv:2609.37924v1 Announce Type: cross Abstract: Recent work on anchored diffusion language models improves denoising by shaping an intermediate latent space with supervised important-token targets.

researcharxiv-cs-cl
30 Sept 2026
Model Releases

Circuit-MLLM: Topological Logic-Guided Latent-Space Visual Reasoning for Circuit Schematic Understanding

DGX agent

arXiv:2609.15668v1 Announce Type: cross Abstract: Through pre-training on extensive text and image datasets, current multi-modal large language models (MLLMs) achieve strong performance on general tas

model-releasesarxiv-cs-ai
15 Sept 2026
Safety

RLMM-Flow: A Flow-based Mobile Manipulation Framework with Latent-Space Reinforcement Learning

DGX agent

arXiv:2607.26460v1 Announce Type: new Abstract: Mobile manipulation requires generating whole-body action chunks that jointly satisfy goal reaching, collision avoidance, base kinematic constraints, ma

safetyarxiv-cs-ro
30 Jul 2026
Research

Latent-LoRA: Compact Latent-Space Adapters with Gradient-Free Routing for Continual Learning

DGX agent

arXiv:2607.23837v1 Announce Type: cross Abstract: Large language models generalize well to individual tasks but lack an inherent mechanism for learning them sequentially, leading to catastrophic forge

researcharxiv-cs-cl
28 Jul 2026
Research

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

DGX agent

arXiv:2408.15344v2 Announce Type: replace Abstract: Many scientific and engineering problems involve observing a common phenomenon through multiple heterogeneous sensors or measurement modalities. Suc

researcharxiv-cs-lg
8 Jun 2026
Tutorials

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

DGX agent

arXiv:2606.04249v1 Announce Type: new Abstract: Prospective reconstruction is crucial in many clinical applications such as MRI-guided radiotherapy, which demands accurate image reconstruction and fas

tutorialsarxiv-cs-cv
4 Jun 2026
Research

ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation

DGX agent

arXiv:2605.27852v1 Announce Type: cross Abstract: Unified and scalable Transformers have recently achieved remarkable success in modeling diverse phenomena traditionally associated with computer graph

researcharxiv-cs-cv
28 May 2026
Model Releases

CLAP: Contrastive Latent-space Prompt Optimization for End-to-end Autonomous Driving

DGX agent

arXiv:2605.17284v1 Announce Type: cross Abstract: End-to-end autonomous driving systems powered by Vision-Language-Action (VLA) models achieve strong performance on common driving scenarios, yet remai

model-releasesarxiv-cs-ai
19 May 2026
Research

Learning more physically realistic dynamics in machine-learning based weather forecasting with latent-space constraints

DGX agent

arXiv:2510.04006v2 Announce Type: replace Abstract: Data-driven machine learning (ML) models are reshaping weather forecasting and have shown the potential to accelerate and surpass traditional physic

researcharxiv-cs-lg
19 May 2026
Research

From Observed Viability to Internal Predictive Approximation: A Single-Subject Latent-Space Analysis of Gait Dynamics Under Occlusal Constraint

DGX agent

arXiv:2605.15862v1 Announce Type: new Abstract: Adaptive biomechanical systems may show similar observable gait performance while differing in latent organization and longitudinal behavior. This study

researcharxiv-cs-lg
18 May 2026
Tutorials

LatentReRig: An SDF-Based VAE with Dual Decoders for Latent-Space Deformation Conditioning

DGX agent

arXiv:2609.31720v1 Announce Type: new Abstract: Transferring deformation between characters with different geometry and topology is challenging because conventional rigs encode behaviour through chara

tutorialsarxiv-cs-cv
29 Sept 2026
Agents

Auditing Latent-Space Monitors for Autonomous Driving

DGX agent

arXiv:2609.30557v1 Announce Type: cross Abstract: Runtime failure monitors can use a model's internal representations to anticipate failures. We audit this monitoring strategy across two autonomous-dr

agentsarxiv-cs-ai
28 Sept 2026
Research

Dynamic Semantic Compression for Efficient Latent-Space Inference in Large Language Models

DGX agent

arXiv:2609.15338v1 Announce Type: cross Abstract: Large Language Models (LLMs) primarily perform inference at the token level, resulting in substantial memory overhead and compromised computational ef

researcharxiv-cs-ai
15 Sept 2026
Model Releases

Symmetry-aware super-resolution of crystal orientation maps via invariant latent-space learning

DGX agent

arXiv:2609.10898v1 Announce Type: new Abstract: Crystal-orientation maps are physical fields defined only up to crystal symmetry; electron backscatter diffraction (EBSD) resolves them experimentally,

model-releasesarxiv-cs-cv
11 Sept 2026
Research

Pitch-class Steering for Diffusion-based Music Generation via Latent-space Probes

DGX agent

arXiv:2609.04516v1 Announce Type: cross Abstract: Recent work on controllable music generation has focused on autoregressive models, leaving diffusion-based systems comparatively underexplored. We pre

researcharxiv-cs-ai
7 Sept 2026
Research

Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces

DGX agent

arXiv:2609.00332v1 Announce Type: cross Abstract: Generative models for implied volatility surfaces must produce outputs that satisfy static no-arbitrage constraints. We study these constraints in lat

researcharxiv-cs-ai
2 Sept 2026
Safety

Perturb the Thought, Not the Pixels: Latent-Space Rollout Diversification for Reinforcement Learning of Vision-Language Models

DGX agent

arXiv:2608.21595v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) improves the reasoning ability of vision-language models (VLMs), and diversifying the rollouts wit

safetyarxiv-cs-cv
25 Aug 2026
Research

Physics-informed distribution of relaxation times estimation and latent-space condition monitoring of solid oxide fuel and electrolysis cells from electrochemical impedance spectroscopy

DGX agent

arXiv:2608.13305v1 Announce Type: cross Abstract: Estimating the distribution of relaxation times (DRT) fromelectrochemical impedance spectroscopy (EIS) is an ill-posed inverse problem that is highly

researcharxiv-cs-ai
14 Aug 2026
Model Releases

Do All LLMs Know When They're Being Harmful? A Reproducibility Study of Latent-Space Safety Probes Across Model Families

DGX agent

arXiv:2608.08029v1 Announce Type: cross Abstract: Khatri et al. (2026) [DOI: 10.1109/DSN-W70714.2026.00027] show that lightweight MLP probes on final-layer activations of a single 8B model (LLaMA-3.1-

model-releasesarxiv-cs-ai
11 Aug 2026
Tutorials

The balance between compactness and forecast accuracy of data-driven latent-space reduced-order models in controlled wake flows

DGX agent

arXiv:2607.24569v1 Announce Type: cross Abstract: Model-based active flow control requires predictive models that are accurate, stable, and fast enough for real-time optimisation. In controlled wake f

tutorialsarxiv-cs-lg
28 Jul 2026
Safety

TDGT: A Tabular Data Generation Toolkit supporting adaptive GPU-accelerated Bayesian mixture models, diffusion-based models, and latent-space generative modeling

DGX agent

arXiv:2606.31268v1 Announce Type: cross Abstract: The growing demand for privacy-preserving data sharing has positioned synthetic data generation as a critical component of responsible AI workflows. D

safetyarxiv-cs-ai
1 Jul 2026
Research

Intercepting the Future: Latent-Space Predictive World Model for Dynamic VLA Manipulation

DGX agent

arXiv:2606.02486v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models generalize across static manipulation but fail when objects move during task execution. They map the current observa

researcharxiv-cs-ro
2 Jun 2026
Model Releases

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems

DGX agent

arXiv:2602.15382v2 Announce Type: replace Abstract: Multi-Agent Systems (MAS) powered by Large Language Models have unlocked advanced collaborative reasoning, yet they remain bottlenecked by discrete

model-releasesarxiv-cs-cl
29 May 2026
Safety

ESLD (External Surrogate Latent Defense): A Latent-Space Architecture for Faster, Stronger Prompt-Injection Defense

DGX agent

arXiv:2605.18918v1 Announce Type: cross Abstract: Modern AI assistants are agentic. To answer a single user request, the underlying language model pulls in information from many sources, such as web s

safetyarxiv-cs-ai
20 May 2026
Safety

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs

DGX agent

arXiv:2605.06225v2 Announce Type: replace-cross Abstract: Steering large language models (LLMs) is usually done by either instruction prompting or activation steering. Prompting often gives strong con

safetyarxiv-cs-ai
12 May 2026
Research

Latent-Space Causal Discovery from Indirect Neuroimaging Observations

DGX agent

arXiv:2602.09034v2 Announce Type: replace-cross Abstract: Neuroimaging does not observe causal variables directly: hemodynamics and volume conduction distort signals so that statistical dependence nee

researcharxiv-cs-ai
11 May 2026
Tutorials

LEGO: Latent-space Exploration for Geometry-aware Optimization of Humanoid Kinematic Design

DGX agent

arXiv:2604.08636v1 Announce Type: cross Abstract: Designing robot morphologies and kinematics has traditionally relied on human intuition, with little systematic foundation. Motion-design co-optimizat

tutorialsarxiv-cs-ai
13 Apr 2026
Research

Understanding Latent Diffusability via Fisher Geometry

DGX agent

arXiv:2604.02751v3 Announce Type: replace Abstract: Diffusion models often degrade in latent spaces, yet the formal causes remain poorly understood. We quantify latent-space diffusability via the rate

researcharxiv-cs-lg
2 Oct 2026
Local Ai

Neural Residual Modeling for Scientific Data Compression under Guaranteed Error Bounds

DGX agent

arXiv:2609.23185v1 Announce Type: new Abstract: Lossy compression of scientific simulation data increasingly relies on learned, latent-space architectures such as Residual Vector Quantization (RVQ), w

local-aiarxiv-cs-lg
22 Sept 2026
Model Releases

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

DGX agent

arXiv:2609.10715v1 Announce Type: new Abstract: We introduce NCP-ArchPreview, a latent-space language model that pushes autoregressive pretraining beyond standard next-token prediction (NTP). Alongsid

model-releasesarxiv-cs-cl
11 Sept 2026
Safety

LASER: Latent Space Adjoint Matching for Support-Constrained Entropy-Regularized Offline RL

DGX agent

arXiv:2610.08989v1 Announce Type: new Abstract: While offline reinforcement learning (RL) enables policy optimization from static datasets without costly online interaction, it remains bottlenecked by

safetyarxiv-cs-lg
8 Oct 2026
Safety

Modeling Latent Disturbances for Robust Decision-Making in World Models

DGX agent

arXiv:2610.07599v1 Announce Type: cross Abstract: In this paper, we study robust decision-making in the latent space of world models (WMs). Robust optimization is a mathematical framework where, given

safetyarxiv-cs-ai
7 Oct 2026
Research

Gradient-Free Sampling from Generative Models via Stochastic Bounded Extremum Seeking

DGX agent

arXiv:2610.04568v1 Announce Type: cross Abstract: We introduce a sampling approach for energy- and score-based generative models that requires no gradient evaluations of the model. Replacing the drift

researcharxiv-cs-lg
6 Oct 2026
Model Releases

LRC-JEPA: Disentangling Dynamics and Residual Context for Efficient World Models

DGX agent

arXiv:2609.34375v1 Announce Type: new Abstract: Compact JEPA world models enable efficient latent-space planning, but low-dimensional representation trained under reward-free self-supervision must enc

model-releasesarxiv-cs-lg
29 Sept 2026
Tutorials

PixelDiT2: Representation-Grounded Pixel Diffusion Transformers

DGX agent

arXiv:2609.24919v1 Announce Type: new Abstract: Recent advances in pixel-space diffusion models have narrowed the image quality gap with latent-space diffusion, but still converge more slowly and lag

tutorialsarxiv-cs-cv
22 Sept 2026
Research

Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On

DGX agent

arXiv:2607.11233v2 Announce Type: replace Abstract: Virtual try-on (VTON) is a bi-conditional image generation problem that requires not only accurate person preservation but also faithful garment def

researcharxiv-cs-cv
16 Sept 2026
Model Releases

Does Latent Planning Survive Point Clouds? Action-Conditioned JEPA World Models for Geometric Observations

DGX agent

arXiv:2608.29434v1 Announce Type: cross Abstract: JEPA world models make latent-space planning a practical route to control, but they are built almost exclusively on images. Whether latent prediction

model-releasesarxiv-cs-ai
1 Sept 2026
Model Releases

Measuring Activation Control in Large Language Models

DGX agent

arXiv:2608.21664v1 Announce Type: new Abstract: Safe deployment of increasingly capable models will likely come to rely on latent-space monitoring as a complement to behavioral evaluations, especially

model-releasesarxiv-cs-ai
25 Aug 2026
Research

Post-Hoc Sparse Coding of Latent Communication Between Vision-Language Model Agents

DGX agent

arXiv:2608.10198v1 Announce Type: new Abstract: Latent-space communication allows heterogeneous vision-language model agents to exchange continuous representations without serializing visual and reaso

researcharxiv-cs-ai
12 Aug 2026
Research

CellWorld: From Gene-Level Reconstruction to Latent Cell Prediction in Spatial Transcriptomics Foundation Models

DGX agent

arXiv:2608.06659v1 Announce Type: new Abstract: This paper shows that latent-space predictive pretraining can provide a scalable route to foundation models for spatial transcriptomics. Existing spatia

researcharxiv-cs-ai
10 Aug 2026
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