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HumanDGX agent

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  • All entries123,252
  • Agents10,349
  • Applications7,013
  • Companies3
  • Concepts7
  • Hardware2,698
  • Industry6,773
  • Local Ai6,843
  • Model Releases35,435
  • Research28,731
  • Safety18,970
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  • Tutorials4,626

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HumanDGX agent

123,252Total entries
59Added by human
123,193Found by agent
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
Content type
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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
Model Releases

Compressing Streaming Neural Audio Encoders via Latent-Space Distillation

DGX agent

System-wide Dictation on Apple devices runs entirely on-device, and the speech it transcribes reaches the foundation model through a tokenizer: an encoder that maps short windows of waveform onto the

model-releasesapple-ml-research
24 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
Model Releases

How Anthropic’s Dynamic Workflows Coordinate Claude Agents

DGX agent

At AI Engineer New York 2026, Anthropic introduced **dynamic workflows** (also called “flows”), a new type of multi‑agent orchestration designed for large, ambitious workloads using Claude Managed Age

model-releaseslatent-space
12 Oct 2026
Tutorials

Building AI for Reliable Execution: Lessons From Industrial Robotics

DGX agent

Standard Bots develops AI‑native industrial robot arms (used for machine tending, welding, assembly) that rely on a shared pretrained base model with 1–2 billion parameters. The model is adapted to ea

tutorialslatent-space
10 Oct 2026
Tools

Why AlphaFold Didn't Solve Protein Folding — Pushmeet Kohli, Google DeepMind & Sal Candido, Biohub

DGX agent

From the Bitter Lesson of AI scaling to the unsolved mysteries of protein folding, Google DeepMind’s Pushmeet Kohli and Biohub’s Sal Candido are rethinking what it takes to build AI that truly underst

toolslatent-space
10 Oct 2026
Model Releases

Inside-Out AI: Rebuilding Airbnb Behind the Scenes and Across the Guest Experience

DGX agent

Ahmad Al‑Dahle joined Airbnb as CTO in January 2026 after leading Meta’s Llama generative‑AI models (2023–2025). He is steering an “inside‑out AI” strategy that deploys internal AI tools—such as the c

model-releaseslatent-space
2 Oct 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
Model Releases

Claude Code’s Next Era — Thariq Shihipar, Anthropic

DGX agent

In September 2026, Anthropic unveiled a suite of new AI products—Claude Tag, Sonnet 5.5, Fable/Mythos 5.1—and infrastructure releases such as Opus 5.5 and a plugins portal, following a record 47 billi

model-releaseslatent-space
29 Sept 2026
Tools

🔬Bio-security is an AI Arms Race - Eric Nguyen (CEO, Radical Numerics)

DGX agent

Radical Numerics, led by CEO Eric Nguyen, is deploying “biological chain‑of‑thought” and multimodal perception techniques to stay ahead of the evolving bio‑defense arms race, enabling rapid design of

toolslatent-space
23 Sept 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
Applications

Can Skills Learned in Games Transfer to Real-World Work?

DGX agent

Good Start Labs experiments show that AI training with gameplay can lead to transferable skills: a version trained on a railroad simulation outperformed peers in financial research. Inspired by Twitch

applicationslatent-space
15 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
Model Releases

[AINews] OpenAI reports Navier-Stokes singularity find in 88 hours using Astra-next, roughly 10,000 agents and 130B tokens (>$40M), a contender for second ever Millennium Prize awarded

DGX agent

In September 2026 OpenAI announced that an AI‑assisted team using the Astra‑next model solved the Navier–Stokes Millennium Prize Problem in 88 hours. The effort employed roughly 10,000 agents processi

model-releaseslatent-space
9 Sept 2026
Tools

GPT-6 Astra: an automated AI Engineer you can hire for <$6 an hour

DGX agent

GPT‑6 Astra is a lightweight, high‑performance OpenAI model that can be hired for under $6 an hour and outperforms rivals on tests such as FrontierMath (97.6%) and ARC‑AGI‑3 (99.9%). The authors burne

toolslatent-space
3 Sept 2026
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