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HumanDGX agent

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Categories
  • All entries135,243
  • Agents11,319
  • Applications7,469
  • Companies3
  • Concepts7
  • Hardware3,018
  • Industry6,937
  • Local Ai7,485
  • Model Releases39,455
  • Research31,671
  • Safety20,922
  • Syntheses31
  • Tools1,800
  • Tutorials5,126

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Human
135,243Total entries
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Knowledge catalogue

Search: “models”

GridTimelineEvolution
83,247 results
Model Releases

Kolmogorov-Arnold Fourier Networks

DGX agent

arXiv:2502.06018v3 Announce Type: replace-cross Abstract: Although Kolmogorov-Arnold-based interpretable networks (KANs) possess strong theoretical expressiveness, they suffer from severe parameter ex

model-releasesarxiv-cs-ai
26 May 2026
Local Ai

Lngram: N-gram Conditional Memory in Latent Space

DGX agent

arXiv:2605.24869v1 Announce Type: new Abstract: Sequence modeling requires both compositional reasoning and local static knowledge retrieval, yet standard Transformers handle both through dense comput

DGX agent

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local-aiarxiv-cs-cl
26 May 2026
Applications

LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability

DGX agent

arXiv:2605.24077v1 Announce Type: cross Abstract: Machine learning deployments in real-world wireless communication tasks face significant generalization challenges due to location and environment-spe

applicationsarxiv-cs-lg
26 May 2026
Model Releases

Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework

DGX agent

arXiv:2605.24661v1 Announce Type: new Abstract: LLMs have achieved remarkable success in complex reasoning tasks, yet current evaluation approaches predominantly rely on final-answer correctness, offe

model-releasesarxiv-cs-ai
26 May 2026
Model Releases

Memory-Induced Tool-Drift in LLM Agents

DGX agent

arXiv:2605.24941v1 Announce Type: cross Abstract: Modern LLM agents combine long-term memory for personalization with tool-calling interfaces for taking actions in the world -- a combination underpinn

model-releasesarxiv-cs-lg
26 May 2026
Model Releases

MIND: Multi-Scale Intent Diffusion for Text-Driven Physics-Based Humanoid Control

DGX agent

arXiv:2605.26006v1 Announce Type: cross Abstract: Enabling physics-based humanoids to execute diverse behaviors from high-level textual commands remains a significant challenge. Existing methods typic

model-releasesarxiv-cs-ro
26 May 2026
Model Releases

MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding

DGX agent

arXiv:2605.24523v1 Announce Type: cross Abstract: Visual decoding from brain signals is a key challenge at the intersection of computer vision and neuroscience, requiring methods that bridge neural re

model-releasesarxiv-cs-cl
26 May 2026
Tutorials

Multitask learning with semiempirical orbital charges enables sample-efficient MLIPs

DGX agent

arXiv:2605.24073v1 Announce Type: cross Abstract: Machine learning interatomic potentials (MLIPs) require generating computationally expensive, large-scale training datasets to accurately simulate mat

tutorialsarxiv-cs-lg
26 May 2026
Model Releases

Muon in Associative Memory Learning: Training Dynamics and Scaling Laws

DGX agent

arXiv:2602.05725v2 Announce Type: replace Abstract: Muon updates matrix parameters via the matrix sign of the gradient and has shown strong empirical gains, yet its dynamics and scaling behavior remai

model-releasesarxiv-cs-lg
26 May 2026
Model Releases

Noise-Robust Financial Numerical Entity Attribute Tagging

DGX agent

arXiv:2605.24910v1 Announce Type: new Abstract: Financial Numerical Entity (FNE) understanding aims to recover the meaning of numerical mentions in financial reports. Existing studies primarily focus

model-releasesarxiv-cs-ai
26 May 2026
Model Releases

NormimesDirection: Restoring the Missing Query Norm in Vision Linear Attention

DGX agent

arXiv:2506.21137v3 Announce Type: replace Abstract: Linear attention mitigates the quadratic complexity of softmax attention but suffers from a critical loss of expressiveness. We identify two primary

model-releasesarxiv-cs-lg
26 May 2026
Model Releases

On the Epistemic Uncertainty of Overparametrized Neural Networks

DGX agent

arXiv:2605.25234v1 Announce Type: cross Abstract: Epistemic uncertainty is often viewed as a reducible uncertainty that vanishes with increasing data. This perspective implicitly assumes parameter ide

model-releasesarxiv-cs-ai
26 May 2026
Hardware

Parallel Differentiable Reachability for Learning and Planning with Certified Neural Dynamics and Controllers

DGX agent

arXiv:2605.25346v1 Announce Type: cross Abstract: Neural network (NN) dynamics models and control policies achieve strong performance in robotics, but providing sound guarantees under uncertainty rema

hardwarearxiv-cs-ai
26 May 2026
Model Releases

Partner-Aware Hierarchical Skill Discovery for Robust Human-AI Collaboration

DGX agent

arXiv:2605.24352v1 Announce Type: new Abstract: Multi-agent collaboration, especially in human-AI teaming, requires agents that can adapt to novel partners with diverse and dynamic behaviors. Conventi

model-releasesarxiv-cs-ai
26 May 2026
Research

{Phi}-Noise: Training-Free Temporal Video Conditioning via Phase-Based Noise Manipulation

DGX agent

arXiv:2605.24509v1 Announce Type: cross Abstract: Latent video diffusion models generate videos by progressively transforming Gaussian noise into realistic samples conditioned on text or visual inputs

researcharxiv-cs-ai
26 May 2026
Research

Poisoning the Watchtower: Prompt Injection Attacks Against LLM-Augmented Security Operations Through Adversarial Log Content

DGX agent

arXiv:2605.24421v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used as analyst assistants in security operations centers (SOCs), where they ingest log and alert data t

researcharxiv-cs-lg
26 May 2026
Model Releases

Position: AI for Science Should Treat Measurement-to-Dataset Pipelines as Inference Components

DGX agent

arXiv:2605.24558v1 Announce Type: new Abstract: AI for Science (AI4Science) workflows often treat the released dataset as a fixed interface to the underlying system. However, in domains relying on ind

model-releasesarxiv-cs-lg
26 May 2026
Research

PowLU: An Activation Function for Stable Pre-Training of LLMs

DGX agent

arXiv:2605.25704v1 Announce Type: new Abstract: In contemporary large language models (LLMs), the swish-gated linear unit (SwiGLU) activation function is widely adopted to regulate the information flo

researcharxiv-cs-cl
26 May 2026
Local Ai

Prefix Teach, Suffix Fade: Local Teachability Collapse in Strong-to-Weak On-Policy Distillation

DGX agent

arXiv:2605.13643v2 Announce Type: replace Abstract: On-policy distillation (OPD) trains a student model on its own rollouts using dense feedback from a stronger teacher. Prior literature suggests that

local-aiarxiv-cs-cl
26 May 2026
Model Releases

Querying structural and functional niches on spatial transcriptomics data

DGX agent

arXiv:2410.10652v4 Announce Type: replace-cross Abstract: Cells in multicellular organisms coordinate to form structural and functional niches. With spatial transcriptomics (ST) enabling gene expressi

model-releasesarxiv-cs-lg
26 May 2026
Safety

Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs

DGX agent

arXiv:2605.24497v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) have demonstrated remarkable capabilities in reasoning and generation tasks and are increasingly deployed in real-world ap

safetyarxiv-cs-ai
26 May 2026
Model Releases

RED: Adaptive Real-Time DAG Scheduling for Robotic Inference under Environmental Dynamics

DGX agent

arXiv:2605.24044v1 Announce Type: new Abstract: Robots deployed in dynamic environments must contend with environment-driven changes that reshape computation at runtime: new tasks may appear, preceden

model-releasesarxiv-cs-ro
26 May 2026
Safety

Reinforcement Learning from Denoising Feedback

DGX agent

arXiv:2605.25638v1 Announce Type: new Abstract: Policy loss estimation remains a fundamental and long-standing challenge in reinforcement learning (RL) for diffusion language models (dLLMs). We introd

safetyarxiv-cs-cl
26 May 2026
Research

Remote sensing data imputation using deep learning for multispectral imagery

DGX agent

arXiv:2605.24003v1 Announce Type: cross Abstract: Remote sensing techniques have been increasingly utilised in aquatic applications in recent years. A common challenge in using optical satellite data

researcharxiv-cs-ai
26 May 2026
Safety

Rewarding Structural Conformance of Reasoning using Process Mining

DGX agent

arXiv:2510.25065v3 Announce Type: replace Abstract: Recent advances in sparse reward policy gradient methods have enabled effective reinforcement learning (RL)-based language model post-training. Howe

safetyarxiv-cs-ai
26 May 2026
Model Releases

Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed

DGX agent

arXiv:2601.21094v2 Announce Type: replace-cross Abstract: Safe Reinforcement Learning (RL) algorithms are typically evaluated under fixed training conditions. We investigate whether training-time safe

model-releasesarxiv-cs-ai
26 May 2026
Agents

SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent

DGX agent

arXiv:2605.24468v1 Announce Type: new Abstract: Long-horizon agentic reasoning requires large language models to act over long interaction histories containing thoughts, tool calls, observations, and

agentsarxiv-cs-ai
26 May 2026
Research

SentGraph: Hierarchical Sentence Graph for Multi-hop Retrieval-Augmented Question Answering

DGX agent

arXiv:2601.03014v3 Announce Type: replace-cross Abstract: Traditional Retrieval-Augmented Generation (RAG) effectively supports single-hop question answering with large language models but faces signi

researcharxiv-cs-ai
26 May 2026
Model Releases

'Si'multaneous 'S'patial-'T'emporal Message Passing for Dynamic Graph Representation Learning

DGX agent

arXiv:2605.25548v1 Announce Type: cross Abstract: Dynamic graph neural networks (DGNNs) that operate on snapshot sequences typically fall into one of two categories. Temporal-first approaches build pe

model-releasesarxiv-cs-ai
26 May 2026
Model Releases

Smart Timing for Mining: A Deep Learning Framework for Bitcoin Hardware ROI Prediction

DGX agent

arXiv:2512.05402v2 Announce Type: replace-cross Abstract: Bitcoin mining hardware acquisition requires strategic timing due to volatile markets, rapid technological obsolescence, and protocol-driven r

model-releasesarxiv-cs-ai
26 May 2026
Agents

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing

DGX agent

arXiv:2512.24008v3 Announce Type: replace Abstract: Personalized search demands the ability to model users' evolving, multi-dimensional information needs; a challenge for systems constrained by static

agentsarxiv-cs-ai
26 May 2026
Research

Spiking the training data to correct for test set contamination

DGX agent

arXiv:2605.24818v1 Announce Type: cross Abstract: The literature on test set contamination largely focuses on detection, but the correction of contaminated test scores is underexplored. Our core propo

researcharxiv-cs-cl
26 May 2026
Safety

StakeBench: Evaluating Language Understanding Grounded in Market Commitment

DGX agent

arXiv:2605.26074v1 Announce Type: cross Abstract: Existing financial NLP benchmarks often rely on labels supplied by outside observers, measuring how language is perceived rather than what speakers ha

safetyarxiv-cs-ai
26 May 2026
Applications

Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions

DGX agent

arXiv:2605.24452v1 Announce Type: cross Abstract: Legal NLP benchmarks evaluate models on randomly split data, implicitly assuming that legal language is stationary. We test this assumption by fine-tu

applicationsarxiv-cs-ai
26 May 2026
Safety

The Implicit Bias of Adam and Muon on Smooth Homogeneous Neural Networks

DGX agent

arXiv:2602.16340v3 Announce Type: replace Abstract: We study the implicit bias of momentum-based optimizers on smooth homogeneous models. We show that extit{momentum steepest descent} algorithms like

safetyarxiv-cs-lg
26 May 2026
Research

TinyFormer: Preserving Tiny Objects in YOLO-DETRHybridReal-time Detectors

DGX agent

arXiv:2605.25046v1 Announce Type: cross Abstract: YOLO-series and DETR-based detectors struggle with tiny-object detection. YOLO-style models benefit from efficient dense prediction, but their large-s

researcharxiv-cs-ai
26 May 2026
Research

TSFLora: Token-Compressed Split Fine-Tuning for Wireless Edge Networks

DGX agent

arXiv:2605.23988v1 Announce Type: cross Abstract: Adapting large AI models (LAMs) to personalized edge data is challenging because wireless devices have limited memory, computation, and uplink capacit

researcharxiv-cs-lg
26 May 2026
Model Releases

TTPrint: Evidence-Grounded TTP Extraction via Diverge-then-Converge Verification

DGX agent

arXiv:2605.25836v1 Announce Type: cross Abstract: Extracting MITRE ATT&CK techniques from cyber threat intelligence (CTI) reports is an open-set, multi-label problem requiring both high recall (not mi

model-releasesarxiv-cs-ai
26 May 2026
Research

Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

DGX agent

arXiv:2601.14340v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are widely integrated into interactive systems such as dialogue agents and task-oriented assistants. This growing

researcharxiv-cs-lg
26 May 2026
Model Releases

TypedCSIP: Typed Counterfactual Pretraining for Chinese Legislative Conflict Classification

DGX agent

arXiv:2605.25474v1 Announce Type: new Abstract: TypedCSIP is a typed counterfactual pretraining method for the conflict-classification task of the LCR-CN benchmark (Zhao et al., 2026): given a (superi

model-releasesarxiv-cs-cl
26 May 2026
Model Releases

What Makes a Medical Checker Trainable? Diagnosing Signal Collapse and Reward Hacking in Checker-Guided RAG for Biomedical QA

DGX agent

arXiv:2605.25988v1 Announce Type: new Abstract: Medical RAG needs evidence-grounded claims, so plugging a claim-level NLI checker into retrieval-augmented RL is intuitive. extbf{We find that the check

model-releasesarxiv-cs-cl
26 May 2026
Model Releases

When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure

DGX agent

arXiv:2605.23932v1 Announce Type: new Abstract: Despite strong medical benchmark accuracy, LLMs can exhibit severe multi-turn sycophancy in clinical dialogue, abandoning initial correct diagnosis unde

model-releasesarxiv-cs-ai
26 May 2026
Model Releases

When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation

DGX agent

arXiv:2605.24902v1 Announce Type: cross Abstract: Reasoning-enabled LLMs perform strongly on medical reasoning benchmarks, but it remains unclear whether these gains transfer to structured clinical do

model-releasesarxiv-cs-ai
26 May 2026
Safety

When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards

DGX agent

arXiv:2605.25864v1 Announce Type: cross Abstract: Large Language Models (LLMs) have achieved remarkable advancements in reasoning capabilities empowered by Reinforcement Learning with Verifiable Rewar

safetyarxiv-cs-cl
26 May 2026
Model Releases

WLNO: Wavelet-Laplace Neural Operator for Solving Partial Differential Equations

DGX agent

arXiv:2605.24658v1 Announce Type: new Abstract: This work introduces the Wavelet-Laplace Neural Operator (WLNO), a novel neural operator that fuses Haar wavelet multi-scale spatial decomposition with

model-releasesarxiv-cs-lg
26 May 2026
Model Releases

WorldGUI: An Interactive Benchmark for Desktop GUI Automation from Any Starting Point

DGX agent

arXiv:2502.08047v5 Announce Type: replace Abstract: Recent progress in GUI agents has substantially improved visual grounding, yet robust planning remains challenging, particularly when the environmen

model-releasesarxiv-cs-ai
26 May 2026
Safety

XRPO: Pushing the limits of GRPO with Targeted Exploration and Exploitation

DGX agent

arXiv:2510.06672v3 Announce Type: replace Abstract: Reinforcement learning algorithms such as GRPO have driven recent advances in large language model (LLM) reasoning. While scaling the number of roll

safetyarxiv-cs-lg
26 May 2026
Research

A comprehensive evaluation of pretraining strategies for channel-agnostic contrastive self-supervision of biosignals

DGX agent

arXiv:2410.19842v2 Announce Type: replace-cross Abstract: Contrastive learning yields impressive results for self-supervision in computer vision. The approach relies on the creation of positive pairs,

researcharxiv-cs-lg
25 May 2026
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