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HumanDGX agent

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Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “framework”

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42,976 results
Research

Innovating with Generative AI: A Human Bottleneck Framework

DGX agent

arXiv:2608.07504v1 Announce Type: cross Abstract: We propose a human bottleneck perspective for understanding how generative AI transforms the innovation process. The central premise is that many cons

researcharxiv-cs-ai
11 Aug 2026
Research
Human
DGX agent

Content type
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Janus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets

DGX agent

arXiv:2608.08189v1 Announce Type: new Abstract: LLM-driven program discovery relies on rapid evaluator feedback, but many scientific and engineering tasks require high-fidelity simulations, hardware e

researcharxiv-cs-ai
11 Aug 2026
Safety

Machine-Learning-Based Diagnostic Framework for Passive Ultrasonic Detection of Railway Wheel Defects

DGX agent

arXiv:2608.08301v1 Announce Type: new Abstract: Reliable identification of railway wheel defects is important for safety and maintenance. This study develops a machine-learning-based diagnostic framew

safetyarxiv-cs-lg
11 Aug 2026
Safety

Matching Supervision to the Student's Learning Capacity: A Unified Framework for On-Policy Self-Distillation

DGX agent

arXiv:2608.08176v1 Announce Type: new Abstract: On-policy self-distillation (OPSD) improves the reasoning abilities of LLMs by internalizing privileged context into model parameters through self-disti

safetyarxiv-cs-ai
11 Aug 2026
Research

Monotonicity-Guided Bottom-Up Petri Net Discovery: The SPECpp Framework

DGX agent

arXiv:2608.09398v1 Announce Type: cross Abstract: Process discovery is one of the central challenges in process mining. Petri nets are particularly attractive because simple local constructs can expre

researcharxiv-cs-ai
11 Aug 2026
Model Releases

OpenLoopEvolve: A Verifiable Self-Evolution Framework for Loop Policies in Long-Horizon Complex Tasks

DGX agent

arXiv:2608.09380v1 Announce Type: new Abstract: Long-horizon complex tasks require agents to repeatedly observe states, formulate plans, invoke tools, verify results, and recover from failures in cont

model-releasesarxiv-cs-ai
11 Aug 2026
Research

PragyaDoc: A Universal Document Intelligence Framework for Multilingual Medical Document Understanding in Low-Resource Settings

DGX agent

arXiv:2608.07478v1 Announce Type: cross Abstract: India's 22 official languages create a critical accessibility barrier: the majority of medical documentation exists exclusively in English, yet the pa

researcharxiv-cs-cl
11 Aug 2026
Model Releases

RecoverFly: A Failure-Aware Reinforcement Learning Post-Training Framework for Aerial Vision-Language Navigation

DGX agent

arXiv:2608.09467v1 Announce Type: cross Abstract: Unmanned aerial vehicle vision-language navigation (UAV-VLN) requires agents to translate visual observations and language instructions into reliable

model-releasesarxiv-cs-ai
11 Aug 2026
Safety

ScaleSense: Cost-Intelligent Scaling Framework via Learned Resource Estimation in Alibaba AnalyticDB

DGX agent

arXiv:2608.07945v1 Announce Type: cross Abstract: Cloud-native serverless data warehouses achieve fine-grained elasticity by decoupling storage from compute, yet determining the optimal resource alloc

safetyarxiv-cs-ai
11 Aug 2026
Agents

STEMMA: An Adversarial Multi-Agent Framework for Evaluating Self-Identity Consistency in LLMs

DGX agent

arXiv:2608.08164v1 Announce Type: cross Abstract: Knowledge Distillation is a widely adopted technique in the training and fine-tuning of large language models (LLMs) enabling transfer of structured i

agentsarxiv-cs-ai
11 Aug 2026
Research

Temporal Sepsis Modeling: a Relational and Explainable-by-Design Framework

DGX agent

arXiv:2601.21747v4 Announce Type: replace-cross Abstract: Sepsis remains one of the most complex and heterogeneous syndromes in intensive care. While deep learning models achieve competitive performan

researcharxiv-cs-ai
11 Aug 2026
Model Releases

TongGuOCR: A Layout-Aware and Token-Augmented OCR Framework for Chinese Historical Documents

DGX agent

arXiv:2608.07917v1 Announce Type: new Abstract: Chinese historical documents preserve valuable cultural heritage, but many collections remain accessible only as scanned page images, preventing full-te

model-releasesarxiv-cs-ai
11 Aug 2026
Agents

Towards Collaborative Joint Perception and Prediction: Framework, Baseline Evaluation, and Deployment Perspectives

DGX agent

arXiv:2608.09541v1 Announce Type: new Abstract: Connected Autonomous Vehicles (CAVs) increasingly exploit Vehicle-to-Everything (V2X) communication to exchange multi-source sensor information, enablin

agentsarxiv-cs-cv
11 Aug 2026
Tutorials

TS-Mob: Social and Geographical-Aware Time Series Foundation-Model Framework for Human Mobility Prediction

DGX agent

arXiv:2507.00945v2 Announce Type: replace Abstract: Short-term forecasting of aggregated human mobility flows supports urban planning, intelligent transportation systems, and emergency response, yet e

tutorialsarxiv-cs-lg
11 Aug 2026
Tutorials

UniDFKD: A Unified Semantic Prior Framework for Architecture-Agnostic Data-Free Knowledge Distillation

DGX agent

arXiv:2608.09287v1 Announce Type: cross Abstract: Data-Free Knowledge Distillation (DFKD) transfers knowledge from a pretrained teacher model to a compact student model by synthesizing semantically in

tutorialsarxiv-cs-ai
11 Aug 2026
Research

When Can Fraud Operations Authorize Automation? A Decision-Support Framework for Fresh Audit Evidence and Review Workload

DGX agent

arXiv:2608.08577v1 Announce Type: new Abstract: Fraud operations must allocate events among automatic approval, analyst review, and automatic blocking even though the labels needed to evaluate these a

researcharxiv-cs-lg
11 Aug 2026
Research

FedDOSE: Federated Learning Framework Decomposing Site Effects for Modeling Brain Dynamic Functional Connectivity

DGX agent

arXiv:2608.07393v1 Announce Type: new Abstract: Functional Magnetic Resonance Imaging ( fMRI ) data are often pooled into collaborative multi-site consortia, as deep learning models for analyses requi

researcharxiv-cs-lg
10 Aug 2026
Safety

How Should I Pick a Foundation Model for My Robot? In Favor of a Community Evaluation Framework for Social Robots

DGX agent

arXiv:2608.06898v1 Announce Type: cross Abstract: Researchers who seek to build social robot applications on foundation models are faced with a difficult question: how should we pick a model? Public l

safetyarxiv-cs-cl
10 Aug 2026
Research

A Unified Framework for Trajectory Prediction with Explicit Planning and Reaction Decomposition

DGX agent

arXiv:2608.05673v1 Announce Type: new Abstract: Trajectory prediction has shifted toward structured formulations with explicit social modeling. However, existing methods inadequately distinguish the f

researcharxiv-cs-ai
7 Aug 2026
Applications

ATP: Anatomical Torque with Passivity-based Control Framework for Safe Upper-Limb Exoskeleton Assistance

DGX agent

arXiv:2608.05723v1 Announce Type: new Abstract: Providing assistance across diverse movements is a central objective of exoskeletons, and anatomical knowledge can enable responsive support that genera

applicationsarxiv-cs-ro
7 Aug 2026
Model Releases

ChainClaw: A Layered Agent Framework for Reliable On-Chain Execution

DGX agent

arXiv:2608.05790v1 Announce Type: new Abstract: General-purpose large language model agents have achieved strong performance on tool-augmented tasks, yet they rely on assumptions break down in blockch

model-releasesarxiv-cs-ai
7 Aug 2026
Safety

Decolonizing Linguistic Policies in Automated Speech Recognition: A Framework for Cross-Culturally Competent Speech AI

DGX agent

arXiv:2608.06141v1 Announce Type: new Abstract: This paper focuses on automatic speech recognition (ASR) and ASR-mediated voice interfaces that shape access to public services, healthcare, and educati

safetyarxiv-cs-cl
7 Aug 2026
Agents

DoctorAgents: an agentic framework to iteratively refine AutoML pipeline for small clinical temporal data

DGX agent

arXiv:2608.05375v1 Announce Type: new Abstract: Clinical machine learning (ML) has the potential to support high-stakes medical decision-making, but reliable deployment is often constrained by scarce,

agentsarxiv-cs-ai
7 Aug 2026
Applications

nnMIL: A generalizable multiple instance learning framework for computational pathology

DGX agent

arXiv:2511.14907v2 Announce Type: replace Abstract: Computational pathology holds substantial promise for improving diagnosis and guiding treatment decisions. Recent pathology foundation models enable

applicationsarxiv-cs-cv
7 Aug 2026
Research

Patient Pose Assessment Using a CT-Based Framework for Synthetic Data Generation

DGX agent

arXiv:2608.06126v1 Announce Type: new Abstract: An adequate diagnostic quality of radiographs is essential for reliable diagnoses and treatment planning. The patient's pose during radiography is one o

researcharxiv-cs-cv
7 Aug 2026
Model Releases

SkillMemo: Expert-guided Skill Memory Framework for Compositional Embodied Manipulation

DGX agent

arXiv:2608.05970v1 Announce Type: cross Abstract: Embodied visuomotor models, including Diffusion Policy (DP) and Vision-Language-Action (VLA) models, have demonstrated promising performance on roboti

model-releasesarxiv-cs-ai
7 Aug 2026
Safety

UniVVT: A Unified End-to-End Framework for High-Fidelity Video Virtual Try-on

DGX agent

arXiv:2608.05745v1 Announce Type: cross Abstract: Video Virtual Try-On (VVT) synthesizes a video of a person wearing a target garment while preserving identity, motion, and scene dynamics. Dominant ap

safetyarxiv-cs-ai
7 Aug 2026
Agents

AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering

DGX agent

arXiv:2411.04440v1 Announce Type: cross Abstract: Protein engineering is important for biomedical applications, but conventional approaches are often inefficient and resource-intensive. While deep lea

agentsarxiv-cs-ai
6 Aug 2026
Agents

Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework

DGX agent

arXiv:2608.04366v1 Announce Type: cross Abstract: While retrieval-augmented generation systems partially address the hallucination issues in large language models, it also introduces new vulnerabiliti

agentsarxiv-cs-ai
6 Aug 2026
Safety

DAC-Pose: Dual-Agent Collaborative Framework for Pose-Guided Human Generation

DGX agent

arXiv:2608.04622v1 Announce Type: new Abstract: AI agents have emerged as a powerful new paradigm in generative image synthesis, enabling systems to perform complex semantic reasoning rather than pass

safetyarxiv-cs-cv
6 Aug 2026
Model Releases

EDATracer: An Agentic Framework for Large-Scale EDA Artifact Analysis

DGX agent

arXiv:2608.04032v1 Announce Type: cross Abstract: Modern chip design relies on electronic design automation (EDA) tools that generate large, heterogeneous artifacts, including source files, scripts, l

model-releasesarxiv-cs-ai
6 Aug 2026
Model Releases

FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation

DGX agent

arXiv:2511.07322v3 Announce Type: replace-cross Abstract: While LLMs have shown great success in financial tasks like stock prediction and question answering, their application in fully automating Equ

model-releasesarxiv-cs-ai
6 Aug 2026
Safety

Governing Execution Risk in Agentic AI Systems: A Trajectory-Guided Framework for Red Teaming

DGX agent

arXiv:2608.04018v1 Announce Type: cross Abstract: AI agents are increasingly embedded in organizational workflows, where they interact with external information sources and invoke digital tools to per

safetyarxiv-cs-ai
6 Aug 2026
Local Ai

i just spent weeks rewriting my webUI from scratch, getting rid of all AI slop within the codebase and switching it over to a proper lightweight framework (alpine.js). i am now comfortable suggesting it as an alternative to openwebUI, librechat and the like! it is made for local models

DGX agent

[Fully open source under GPL3, made from the ground up for use with local models, no subscriptions, no corporate backing] When i first started this, it was meant to be a fully lightweight, extremely m

local-air-localllama
6 Aug 2026
Safety

Integrated Noise and Safety Management in UAM via A Unified Reinforcement Learning Framework

DGX agent

arXiv:2508.16440v2 Announce Type: replace-cross Abstract: Urban Air Mobility (UAM) envisions the widespread use of small aerial vehicles to transform transportation in dense urban environments. Howeve

safetyarxiv-cs-lg
6 Aug 2026
Local Ai

IRIS: A Visual Cortex-Inspired Framework for Analyzing Orientation Selectivity in Vision Transformers

DGX agent

arXiv:2608.05122v1 Announce Type: new Abstract: Vision transformers (ViTs) have become the de facto standard for image encoding across many perception tasks. Despite their empirical success, it remain

local-aiarxiv-cs-cv
6 Aug 2026
Local Ai

Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction

DGX agent

arXiv:2608.04193v1 Announce Type: cross Abstract: Language models (LMs) offer strong textual representations for electronic health records (EHRs), but they encode patient sequences in isolation and pr

local-aiarxiv-cs-ai
6 Aug 2026
Model Releases

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation

DGX agent

arXiv:2608.01791v2 Announce Type: replace-cross Abstract: The rapid development of photonic integrated circuits (PICs) is shifting the design flow from traditional graphical user interface (GUI)-based

model-releasesarxiv-cs-ai
6 Aug 2026
Research

RegisterBridgeMM: A Register-Centric Framework for RGB-Infrared Object Detection

DGX agent

arXiv:2608.04833v1 Announce Type: new Abstract: RGB-infrared (RGB-IR) object detection benefits from complementary visible and thermal cues, but effective fusion remains challenging under illumination

researcharxiv-cs-cv
6 Aug 2026
Model Releases

RooflineBench: A Benchmarking Framework for On-Device LLMs via Roofline Analysis

DGX agent

arXiv:2602.11506v4 Announce Type: replace-cross Abstract: The transition toward localized intelligence through Small Language Models (SLMs) has intensified the need for rigorous performance characteri

model-releasesarxiv-cs-ai
6 Aug 2026
Tutorials

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding

DGX agent

arXiv:2608.04676v1 Announce Type: new Abstract: Surgical procedures unfold as structured and recurring clinical events, whose real-time understanding via intraoperative surgical videos is critical for

tutorialsarxiv-cs-cv
6 Aug 2026
Agents

TopoChunker: Topology-Aware Agentic Document Chunking Framework

DGX agent

arXiv:2603.18409v2 Announce Type: replace Abstract: Current document chunking methods for Retrieval-Augmented Generation (RAG) typically linearize text. This forced linearization strips away intrinsic

agentsarxiv-cs-cl
6 Aug 2026
Research

Uncertainty-aware Predict-Then-Optimize Framework for Equitable Post-Disaster Power Restoration

DGX agent

arXiv:2508.04780v2 Announce Type: replace-cross Abstract: The increasing frequency of extreme weather events, such as hurricanes, highlights the urgent need for efficient and equitable power system re

researcharxiv-cs-ai
6 Aug 2026
Research

When Large Language Models Know the Table: A Framework for Assessing Data Contamination in Tabular Datasets

DGX agent

arXiv:2510.20351v3 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly exposed to data contamination, i.e., performance gains driven by prior exposure of test datasets

researcharxiv-cs-ai
6 Aug 2026
Hardware

A Deployment-Friendly Foundational Framework for Efficient Computational Pathology

DGX agent

arXiv:2602.14010v2 Announce Type: replace-cross Abstract: Pathology foundation models (PFMs) generalize well across computational pathology tasks but remain costly for gigapixel whole-slide image anal

hardwarearxiv-cs-ai
5 Aug 2026
Research

A Human-in-the-Loop Deep Learning Framework for Color Reconstruction of Lenticular Films

DGX agent

arXiv:2608.02835v1 Announce Type: new Abstract: Historical lenticular films, such as those created with the Kodacolor process, encode color information in a distinctive spatial format. This structure

researcharxiv-cs-cv
5 Aug 2026
Model Releases

A Unified 2D Framework for DeepLesion Detection, Segmentation and Short Report Generation

DGX agent

arXiv:2608.02805v1 Announce Type: cross Abstract: In previous work, we integrated large language models (LLMs) into the lesion segmentation model based on the ULS23 DeepLesion dataset, using short-for

model-releasesarxiv-cs-ai
5 Aug 2026
Research

A Unified Resolution-Conditioned Framework for Orthogonal Line-Scanning Image Fusion

DGX agent

arXiv:2608.03107v1 Announce Type: new Abstract: Laser line-scanning microscopy enables fast volumetric imaging but produces anisotropic lateral resolution. Orthogonal line scans provide complementary

researcharxiv-cs-cv
5 Aug 2026
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