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HumanDGX agent

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  • 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
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13Categories

Knowledge catalogue

Search: “research”

GridTimelineEvolution
39,575 results
Research

Multi-Gate Residuals

DGX agent

arXiv:2605.23259v1 Announce Type: cross Abstract: While Attention Residuals has shown some effectiveness in addressing the widespread issue of unbounded activation growth across deep residual layers,

researcharxiv-cs-ai
25 May 2026
Research

Multilingual Knowledge Transfer under Data Constraints via Lexical Interventions

DGX agent

arXiv:2605.23885v1 Announce Type: new Abstract: Cross-lingual knowledge transfer is critical for building high-performing multilingual language models for languages with insufficient training data. Wh

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DGX agent

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researcharxiv-cs-cl
25 May 2026
Research

Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling

DGX agent

arXiv:2602.20210v2 Announce Type: replace-cross Abstract: Crystal modeling spans a family of conditional and unconditional generation tasks, including crystal structure prediction (CSP) and de novo ge

researcharxiv-cs-ai
25 May 2026
Research

MUSEKG: A Knowledge Graph Over Museum Collections

DGX agent

arXiv:2511.16014v2 Announce Type: replace Abstract: Digitisation in the cultural heritage sector has produced large but fragmented repositories of museum collection data, spanning structured catalogue

researcharxiv-cs-ai
25 May 2026
Research

Near-Optimal Private Linear Regression via Iterative Hessian Mixing

DGX agent

arXiv:2601.07545v2 Announce Type: replace Abstract: We study differentially private ordinary least squares (DP-OLS) with bounded data (X,Y) via sketching-based mechanisms. While Gaussian sketching app

researcharxiv-cs-lg
25 May 2026
Research

No Coin Left Behind: Maximizing Strategic Surplus Against No-Regret Dynamics

DGX agent

arXiv:2604.05129v2 Announce Type: replace-cross Abstract: We investigate the strategic surplus obtainable against a Follow-the-Regularized-Leader (FTRL) learner with constant step size eta in nimes m

researcharxiv-cs-lg
25 May 2026
Research

Occlusion-Aware Physics-Semantic Keyframe Selection for Robust Video Editing

DGX agent

arXiv:2605.23192v1 Announce Type: new Abstract: Video editing has recently achieved remarkable progress with diffusion-based generative models, enabling diverse object-level manipulations from natural

researcharxiv-cs-cv
25 May 2026
Research

On the Infinite Width and Depth Limits of Predictive Coding Networks

DGX agent

arXiv:2602.07697v2 Announce Type: replace-cross Abstract: Predictive coding (PC) is a biologically plausible alternative to standard backpropagation (BP) that minimises an energy function with respect

researcharxiv-cs-ai
25 May 2026
Research

On the Koopman-Based Generalization Bounds for Multi-Task Deep Learning

DGX agent

arXiv:2512.19199v2 Announce Type: replace-cross Abstract: The paper establishes generalization bounds for multitask deep neural networks using operator-theoretic techniques. The authors propose a tigh

researcharxiv-cs-ai
25 May 2026
Research

On the Stability of Spherical Hellinger-Kantorovich Flows and Their Implications for Differential Privacy

DGX agent

arXiv:2605.23879v1 Announce Type: cross Abstract: Gradient-flow sampling interprets a Gibbs distribution as the minimizer of an energy functional over probability measures and generates dynamics conve

researcharxiv-cs-lg
25 May 2026
Research

One-Forcing: Towards Stable One-Step Autoregressive Video Generation

DGX agent

arXiv:2605.23458v1 Announce Type: cross Abstract: Recent advances have substantially improved real-time interactive video generation in the autoregressive regime. However, most existing few-step autor

researcharxiv-cs-ai
25 May 2026
Research

OnePred: Next-Query Prediction via Recursive Intent Memory in Multi-Turn Conversations

DGX agent

arXiv:2605.23668v1 Announce Type: cross Abstract: Although large language model (LLM) conversational systems process millions of multi-turn dialogues daily, they remain fundamentally reactive: they re

researcharxiv-cs-ai
25 May 2026
Research

Online Hand Gesture Recognition Using 3D Convolutional Neural Networks

DGX agent

arXiv:2605.23409v1 Announce Type: cross Abstract: In human computer interaction, real-time detection and classification of dynamic hand gestures is challenging as: 1) the system must run in a real-tim

researcharxiv-cs-ai
25 May 2026
Research

Online monotone density estimation and log-optimal calibration

DGX agent

arXiv:2602.08927v3 Announce Type: replace-cross Abstract: We study the problem of online monotone density estimation, where density estimators must be constructed in a predictable manner from sequenti

researcharxiv-cs-lg
25 May 2026
Research

Operator-Based Generalization Bound for Deep Learning: Insights on Multi-Task Learning

DGX agent

arXiv:2512.19184v2 Announce Type: replace-cross Abstract: This paper presents novel generalization bounds for vector-valued neural networks and deep kernel methods, focusing on multi-task learning thr

researcharxiv-cs-ai
25 May 2026
Research

Optimal Dimension-Free Sampling for Regularized Classification

DGX agent

arXiv:2605.23726v1 Announce Type: new Abstract: We prove optimal sampling bounds achieving (1pmarepsilon)-relative error for a broad class of Lipschitz continuous classification loss functions under v

researcharxiv-cs-lg
25 May 2026
Research

Orbax: Distributed Checkpointing with JAX

DGX agent

arXiv:2605.23066v1 Announce Type: cross Abstract: In a landscape of high-performance distributed ML systems, JAX has emerged as a framework of choice. However, JAX's modular design philosophy leaves i

researcharxiv-cs-lg
25 May 2026
Research

Parametric Prior Mapping Framework for Non-stationary Probabilistic Time Series Forecasting

DGX agent

arXiv:2605.23402v1 Announce Type: cross Abstract: Effectively modeling non-stationary dynamics in probabilistic multivariate time series(MTS) forecasting requires balancing expressiveness with robustn

researcharxiv-cs-ai
25 May 2026
Research

PathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoning

DGX agent

arXiv:2605.23074v1 Announce Type: new Abstract: The emergence of Large Reasoning Language Models (LRMs) has paved the way for tackling complex reasoning tasks through test-time scaling by generating l

researcharxiv-cs-ai
25 May 2026
Research

PixIE: Prompted Pixel-Space Low-Light Image Enhancement

DGX agent

arXiv:2605.23531v1 Announce Type: new Abstract: Low-light images exhibit severe noise, contrast loss, and semantic ambiguity, making enhancement a joint problem of denoising and detail recovery. We pr

researcharxiv-cs-cv
25 May 2026
Research

Pooling and Semantic Shift: The Fundamental Challenges in Long Text Embedding and Retrieval

DGX agent

arXiv:2603.21437v2 Announce Type: replace Abstract: Transformer-based embedding models frequently exhibit geometric pathologies, such as anisotropy and length-induced representation collapse, which ca

researcharxiv-cs-cl
25 May 2026
Research

ProGIC: Progressive and Lightweight Generative Image Compression with Residual Vector Quantization

DGX agent

arXiv:2603.02897v2 Announce Type: replace Abstract: Recent advances in generative image compression (GIC) have delivered remarkable improvements in perceptual quality. However, many GICs rely on large

researcharxiv-cs-cv
25 May 2026
Research

RA-DCA: A Randomized Active-Set DCA for Directional Stationarity in Max-Structured DC Programs

DGX agent

arXiv:2605.23550v1 Announce Type: cross Abstract: We study nonsmooth difference-of-convex programs whose subtracted convex term is a finite maximum of smooth convex functions. In this setting, standar

researcharxiv-cs-ai
25 May 2026
Research

RADAR: Relative Angular Divergence Across Representations

DGX agent

arXiv:2605.23028v1 Announce Type: cross Abstract: Machine learning methods rely on data. However, gathering suitable data can be challenging due to availability constraints, cost, or the need for doma

researcharxiv-cs-cl
25 May 2026
Research

RAS: Reflection-Augmented Scaling with In-Context Learning for Executable Cypher Query Generation

DGX agent

arXiv:2605.22937v1 Announce Type: new Abstract: Inference-time scaling can reduce errors in structured query generation, but methods to allocate the compute for query code generation remains underexpl

researcharxiv-cs-cl
25 May 2026
Research

Reading Calibrated Uncertainty from Language Model Trajectories

DGX agent

arXiv:2605.22864v1 Announce Type: new Abstract: The maximum softmax probability (MSP) represents a default approach when evaluating uncertainty quantification for language model generation with struct

researcharxiv-cs-lg
25 May 2026
Research

Real-Time Earthquake Magnitude Classification from Initial P-Waves: Models, Dataset, and Comparative Analysis for South Asia

DGX agent

arXiv:2605.22836v1 Announce Type: cross Abstract: Rapid earthquake magnitude estimation is crucial for effective early warning systems that can save lives and reduce economic damage. In this paper, we

researcharxiv-cs-lg
25 May 2026
Research

Rethinking Transfer Learning for Industrial Inspection: DINOv3 vs. ImageNet Pretraining Across RGB and X-ray Tasks

DGX agent

arXiv:2605.23472v1 Announce Type: new Abstract: Vision foundation models pretrained on web-scale data have recently shown strong transfer capabilities on many downstream tasks, but their effectiveness

researcharxiv-cs-cv
25 May 2026
Research

Robots That Know What to Ask: Recovering Misaligned Rewards through Targeted Explanations

DGX agent

arXiv:2605.22986v1 Announce Type: cross Abstract: Learning reward functions from demonstrations assumes that demonstrations provide adequate supervision over all features -- or task-relevant aspects o

researcharxiv-cs-ai
25 May 2026
Research

Robust Counterfactual Inference in Markov Decision Processes

DGX agent

arXiv:2502.13731v5 Announce Type: replace Abstract: This paper addresses a key limitation in existing counterfactual inference methods for Markov Decision Processes (MDPs). Current approaches assume a

researcharxiv-cs-ai
25 May 2026
Research

Robust LLM Watermarking with Minimal Semantic Distortion for IP Protection

DGX agent

arXiv:2605.23175v1 Announce Type: cross Abstract: Proprietary large language models (LLMs) face risks of intellectual property (IP) violation, as adversaries can replicate an LLM by collecting input-o

researcharxiv-cs-cl
25 May 2026
Research

Robust OT-Guided Generative Residual Domain Adaptation for Bike-Sharing Demand Prediction under Temporal Domain Shift

DGX agent

arXiv:2605.23115v1 Announce Type: new Abstract: Bike-sharing models trained on historical station-hour data may degrade when deployed in later years because travel patterns change over time. This pape

researcharxiv-cs-lg
25 May 2026
Research

RT-NeRV: Rethinking Hybrid Neural Representations for Video via Residual Tokenization

DGX agent

arXiv:2403.12401v2 Announce Type: replace Abstract: Neural Representations for Videos(NeRV) have emerged as a promising paradigm for video compression by representing videos as compact neural networks

researcharxiv-cs-cv
25 May 2026
Research

S^3GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning

DGX agent

arXiv:2605.23467v1 Announce Type: new Abstract: Message-passing neural networks (MPNNs) often suffer from an information bottleneck when capturing long-range dependencies, leading to the oversquashing

researcharxiv-cs-lg
25 May 2026
Research

Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

DGX agent

arXiv:2605.23194v1 Announce Type: cross Abstract: Fast and reliable optimal power flow (OPF) approximation is essential for reliable smart-grid operation, yet many learning-based surrogates either fla

researcharxiv-cs-ai
25 May 2026
Research

Scaling-Aware Adapter for Structure-Grounded LLM Reasoning

DGX agent

arXiv:2602.02780v3 Announce Type: replace Abstract: Large language models (LLMs) are enabling reasoning over 2D and 3D structures, yet existing methods remain modality-specific and typically compress

researcharxiv-cs-ai
25 May 2026
Model Releases

SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding

DGX agent

arXiv:2601.12805v3 Announce Type: replace-cross Abstract: Large language models (LLMs) have shown growing promise in biomedical research, particularly for knowledge-driven interpretation tasks. Howeve

model-releasesarxiv-cs-ai
25 May 2026
Research

Selective Ambulance Dispatch Under Contextual Travel-Time Uncertainty

DGX agent

arXiv:2605.23378v1 Announce Type: cross Abstract: Ambulance response is time-critical in out-of-hospital cardiac arrest (OHCA), where dispatchers must balance timely arrivals with limited fleet capaci

researcharxiv-cs-lg
25 May 2026
Research

Self-Improving In-Context Learning

DGX agent

arXiv:2605.23180v1 Announce Type: new Abstract: We propose to improve in-context learning (ICL) by optimizing the continuous embeddings of a fixed few-shot prompt at test time. The key observation is

researcharxiv-cs-cl
25 May 2026
Research

Self-supervised Adversarial Purification for Graph Neural Networks

DGX agent

arXiv:2605.23239v1 Announce Type: new Abstract: Defending Graph Neural Networks (GNNs) against adversarial attacks requires balancing accuracy and robustness, a trade-off often mishandled by tradition

researcharxiv-cs-lg
25 May 2026
Research

Signal Temporal Logic Motion Planning via Graphs of Convex Sets

DGX agent

arXiv:2605.23240v1 Announce Type: new Abstract: This paper investigates continuous-time motion planning under Signal Temporal Logic (STL) specifications. The goal is to generate smooth robot trajector

researcharxiv-cs-ro
25 May 2026
Research

SimInsert: Seamless Video Object Insertion via Regional Sparse Attention Fusion

DGX agent

arXiv:2605.23245v1 Announce Type: cross Abstract: Video object insertion requires ensuring spatio-temporal coherence and interactive realism, extending far beyond simple content placement. However, cu

researcharxiv-cs-ai
25 May 2026
Research

SLIP-RS: Structured-Attribute Language-Image Pre-Training for Remote Sensing Object Detection

DGX agent

arXiv:2605.23144v1 Announce Type: new Abstract: Existing language-image pre-training for remote sensing object detection is constrained by Monolithic Label Learning, which relies on exhaustively enume

researcharxiv-cs-cv
25 May 2026
Research

Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream Framework

DGX agent

arXiv:2605.23891v1 Announce Type: new Abstract: Mask-free video object insertion has emerged as a challenging task, requiring harmonious integration of reference objects into source videos. However, e

researcharxiv-cs-cv
25 May 2026
Research

Smoothed Elicitation Complexity for Approximate Gamma-calibration of Discrete Classification Tasks

DGX agent

arXiv:2605.23017v1 Announce Type: new Abstract: One prominent method of evaluating machine learning model trustworthiness is the notion of calibration. In the binary outcome setting, a probabilistic p

researcharxiv-cs-lg
25 May 2026
Research

Solving the Aircraft Disassembly Scheduling Problem

DGX agent

arXiv:2605.23592v1 Announce Type: new Abstract: Dismantling aircrafts reaching their end of life is a complex endeavour that is necessary in terms of sustainability but yields small income margins for

researcharxiv-cs-ai
25 May 2026
Research

SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

DGX agent

arXiv:2605.23898v1 Announce Type: new Abstract: Vision-Language Models (VLMs) are increasingly deployed in embodied environments, where they need produce numerical outputs such as action magnitudes an

researcharxiv-cs-ai
25 May 2026
Research

Sparse Compositional Flow Matching by geometric assembly from motion primitives

DGX agent

arXiv:2605.23341v1 Announce Type: cross Abstract: Embodied trajectories, such as the executable motion sequences of robotic manipulators, underwater vehicles, and mobile robots, are a fundamental outp

researcharxiv-cs-ai
25 May 2026
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