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HumanDGX agent

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  • All entries83,745
  • Agents7,195
  • Applications5,151
  • Concepts5
  • Hardware1,740
  • Industry6,080
  • Local Ai4,671
  • Model Releases22,272
  • Research19,012
  • Safety12,702
  • Syntheses17
  • Tools1,664
  • Tutorials3,236

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HumanDGX agent
83,745Total entries
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Knowledge catalogue

Search: “synthesis”

GridTimelineEvolution
2,844 results
10 Apr 2026

Coordinate-Based Dual-Constrained Autoregressive Motion Generation

TutorialsDGX agent

arXiv:2604.08088v1 Announce Type: new Abstract: Text-to-motion generation has attracted increasing attention in the research community recently, with potential applications in animation, virtual reali

CryoSplat: Gaussian Splatting for Cryo-EM Homogeneous Reconstruction

Model ReleasesDGX agent

arXiv:2508.04929v4 Announce Type: replace-cross Abstract: As a critical modality for structural biology, cryogenic electron microscopy (cryo-EM) facilitates the determination of macromolecular structu

Evaluation as Evolution: Transforming Adversarial Diffusion into Closed-Loop Curricula for Autonomous Vehicles

SafetyDGX agent

arXiv:2604.07378v1 Announce Type: new Abstract: Autonomous vehicles in interactive traffic environments are often limited by the scarcity of safety-critical tail events in static datasets, which biase


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Image-Guided Geometric Stylization of 3D Meshes

ResearchDGX agent

arXiv:2604.07795v1 Announce Type: new Abstract: Recent generative models can create visually plausible 3D representations of objects. However, the generation process often allows for implicit control

Latent Anomaly Knowledge Excavation: Unveiling Sparse Sensitive Neurons in Vision-Language Models

ResearchDGX agent

arXiv:2604.07802v1 Announce Type: new Abstract: Large-scale vision-language models (VLMs) exhibit remarkable zero-shot capabilities, yet the internal mechanisms driving their anomaly detection (AD) pe

Learning the Stellar Structure Equations via Self-supervised Physics-Informed Neural Networks

Model ReleasesDGX agent

arXiv:2604.06255v1 Announce Type: cross Abstract: Stellar astrophysics relies critically on accurate descriptions of the physical conditions inside stars. Traditional solvers such as exttt{MESA} (Mo

Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models

Model ReleasesDGX agent

arXiv:2604.01840v2 Announce Type: replace Abstract: While Reinforcement Learning from Verifiable Rewards (RLVR) has advanced reasoning in Large Vision-Language Models (LVLMs), prevailing frameworks su

Once4All: Skeleton-Guided SMT Solver Fuzzing with LLM-Synthesized Generators

ResearchDGX agent

arXiv:2508.20340v4 Announce Type: replace-cross Abstract: Satisfiability Modulo Theory (SMT) solvers are foundational to modern systems and programming languages research, providing the foundation for

OpenPRC: A Unified Open-Source Framework for Physics-to-Task Evaluation in Physical Reservoir Computing

HardwareDGX agent

arXiv:2604.07423v1 Announce Type: new Abstract: Physical Reservoir Computing (PRC) leverages the intrinsic nonlinear dynamics of physical substrates, mechanical, optical, spintronic, and beyond, as fi

Pistachio: Towards Synthetic, Balanced, and Long-Form Video Anomaly Benchmarks

Model ReleasesDGX agent

arXiv:2511.19474v4 Announce Type: replace-cross Abstract: Automatically detecting abnormal events in videos is crucial for modern autonomous systems, yet existing Video Anomaly Detection (VAD) benchma

Reset-Free Reinforcement Learning for Real-World Agile Driving: An Empirical Study

SafetyDGX agent

arXiv:2604.07672v1 Announce Type: new Abstract: This paper presents an empirical study of reset-free reinforcement learning (RL) for real-world agile driving, in which a physical 1/10-scale vehicle le

SD-FSMIS: Adapting Stable Diffusion for Few-Shot Medical Image Segmentation

ResearchDGX agent

arXiv:2604.03134v2 Announce Type: replace Abstract: Few-Shot Medical Image Segmentation (FSMIS) aims to segment novel object classes in medical images using only minimal annotated examples, addressing

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Model ReleasesDGX agent

arXiv:2604.06811v1 Announce Type: cross Abstract: Skill-based agent systems tackle complex tasks by composing reusable skills, improving modularity and scalability while introducing a largely unexamin

SurFITR: A Dataset for Surveillance Image Forgery Detection and Localisation

Local AiDGX agent

arXiv:2604.07101v1 Announce Type: cross Abstract: We present the Surveillance Forgery Image Test Range (SurFITR), a dataset for surveillance-style image forgery detection and localisation, in response

exttt{SEM-CTRL}: Semantically Controlled Decoding

ApplicationsDGX agent

arXiv:2503.01804v4 Announce Type: replace Abstract: Ensuring both syntactic and semantic correctness in Large Language Model (LLM) outputs remains a significant challenge, despite being critical for r

The reason symmetry is so important in physics is because symmetry is a highly effective compression operator. If a system is invariant unde…

ResearchDGX agent

The reason symmetry is so important in physics is because symmetry is a highly effective compression operator. If a system is invariant under some symmetry, you only need to explain one axis of it. Sc

The Sustainability Gap in Robotics: A Large-Scale Survey of Sustainability Awareness in 50,000 Research Articles

SafetyDGX agent

arXiv:2604.07921v1 Announce Type: new Abstract: We present a large-scale survey of sustainability communication and motivation in robotics research. Our analysis covers nearly 50,000 open-access paper

Training-free Spatially Grounded Geometric Shape Encoding (Technical Report)

ResearchDGX agent

arXiv:2604.07522v1 Announce Type: new Abstract: Positional encoding has become the de facto standard for grounding deep neural networks on discrete point-wise positions, and it has achieved remarkable

When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning

Model ReleasesDGX agent

arXiv:2604.08281v1 Announce Type: new Abstract: Large reasoning models (LRMs) have achieved strong performance enhancement through scaling test time computation, but due to the inherent limitations of

WRAP++: Web discoveRy Amplified Pretraining

ResearchDGX agent

arXiv:2604.06829v2 Announce Type: cross Abstract: Synthetic data rephrasing has emerged as a powerful technique for enhancing knowledge acquisition during large language model (LLM) pretraining. Howev

9 Apr 2026

Science needs a way to process models that are only 'mostly correct' in terms of their predictions, but are very compressive (high ratio bet…

ResearchDGX agent

Science needs a way to process models that are only 'mostly correct' in terms of their predictions, but are very compressive (high ratio between predictive power and model complexity). They are likely

Simplicity is a very strong signal of model quality. Galileo's heliocentric model was directionally correct, but its predictive power was qu…

ResearchDGX agent

Simplicity is a very strong signal of model quality. Galileo's heliocentric model was directionally correct, but its predictive power was quite bad compared to the much older Ptolemaic model, because

Vikings, Ragnar, Berserkers, Valhalla & the Warriors of the Viking Age | Lex Fridman Podcast #495

ResearchDGX agent

Lex Fridman Podcast #495 (released April 9, 2026, runtime ~2 hours 10 minutes) features historian Lars Brownworth — author and specialist in Viking history, medieval Europe, and the Byzantine Empir...

8 Apr 2026

NEW paper from Google on multi-agent research agents. It's one of the first systems that handles end-to-end LaTeX generation, targeted liter…

Model ReleasesDGX agent

NEW paper from Google on multi-agent research agents. It's one of the first systems that handles end-to-end LaTeX generation, targeted literature reviews, and conceptual diagrams as a decoupled, stand

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