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Search: “evaluation”

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Research

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DGX agent

arXiv:2608.17981v1 Announce Type: new Abstract: We describe an inference-time architectural enhancement for off-the-shelf foundation models that markedly reduces perplexity and boosts accuracy across

researcharxiv-cs-lg

19 Aug 2026

Model Releases

Reflex-Guard: A Low-Latency Guardrail for LLM Prompt Safety Using Dense Semantic Embeddings

DGX agent

arXiv:2608.17556v1 Announce Type: cross Abstract: Large Language Models (LLMs) in real-world applications often face the risks of specially crafted prompts designed to bypass the safety controls. Exis

Search: “evaluation”

Recirculation

Reflex-Guard: A Low-Latency Guardrail for LLM Prompt Safety Using Dense Semantic Embeddings

Repetition as Reinforcement: Enhancing Sample Efficiency via Instant Episode Repetition in Reinforcement Learning

Reuse Before You Retrieve: Diagnosing Headroom and Complementarity for Test-Time Augmentation of Embodied Multimodal Policies

RoBell-RVFL: A Robust Generalized Bell Random Vector Functional Link Network

Robust Brachiation on a Life-Sized Dual-Arm Robot Using Waypoint-Guided Reinforcement Learning

SAGE: Self-Evolving Storyboard Skills via Attribution-Guided Rule Evolution

Speak in Context: Multilingual ASR with Speech Context Alignment via Contrastive Learning

SpurCon: Weighted Supervised Contrastive Learning for Mitigating Spurious Cues in Medical Imaging

Structure-Internalized Rule Language Model for Faithful Knowledge Graph Reasoning

SW-ProxyCE: Zero-Query Adversarial Transfer from Public EEG Encoders to Private Downstream Models

Synthesizing Feature Extractors: An Agentic Approach for Algorithm Selection

Task-Aware Harness Provisioning for LLM Agents in Mission-Critical Infrastructure Operations

Teach and Grow: An Agent-Centered Architecture for General Robot Learning

TEAMS: Text-prompted spatiotEmporal dual-heAd Mamba Snake

Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal

The Curious Case of Exploding DecPOMDPs: Containing the Fire through Policy Counting

The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning

TINA+: Probing Residual Visual Knowledge in Unlearned Diffusion Models via Diffusion-Consistent Text-Free Inversion

tinyDSM: A Framework for Skill Modeling and Development for Resource-Constrained Millirobots

Token Optimization and Context Window Management in Multi-Agent AI Workflows

Towards Safer RAG: Only Agents Capable of System 2 Thinking may Access Untrusted Documents

Understanding the Surprising Generalization Properties of Tabular Foundation Models

UniQuery4R: Unified 4D Scene Reconstruction from a Single Query

UniReflex: Plug-and-Play Force Control for Pretrained Generative Policies via Fast-Slow Reflex

Validated Adaptation for Aerial Crowd Monitoring at Mass Gathering Scale: A Deployment Protocol, a Severity Law, and a Diagnostic for Label-Free Drone Crowd Counting, Toward the FIFA World Cup 2034 (Saudi Arabia)

Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images

Visual Prompting for Robotic Manipulation with Annotation-Guided Pick-and-Place Using ACT

VLCP: Vision Language Control Policy Closed-Loop Code Replanning for Robot Manipulation

What Tokens are Learned when Tokenization is Optimized Jointly with Language Modeling?

When AI Designs AI: Innovation or Imitation?

When More Foundation Models Means Less: Diagnosing and Addressing Multi-View Fusion Failure

Whether LLMs Can Navigate Beliefs and Facts Depends on How You Phrase It

Write, Execute, Refine: From Skill Followers to Skill Optimizers via Reinforcement Learning from Execution Feedback

A Comprehensive Survey of Wireless Foundation Models for AI-Native 6G Networks

A Highly Efficient Diversity-based Input Selection for DNN Improvement Using VLMs

A Low-Cost IoT Device for Environmental Monitoring and Embedded Solar Forecasting with On-Device Incremental Learning

A Machine-Learned Comorbidity Index

A multi-center analysis of deep learning methods for video polyp detection and segmentation

A Novel Fourier Feature Network for Solving Partial Differential Equations

A Policy Algebra for Trust-Preserving Agentic AI Execution

A Temporal Planning Framework for Disruption Aware Dynamic Route Optimization in Heterogeneous Railway Systems

A Unified Geometric Framework for Developmental Analysis of Spatial Transcriptomic Data

Accelerating Mixed Discrete-Continuous Motion Planning via Neural Graphs of Convex Sets

Accuracy and Reliability of Large Language Models in Cosmetic Chemistry and Skin Health: A Benchmarking Study

ACTS-SQL: Agentic and Critic-Oriented Tree-Structured SQL Correctness with Large Language Models

Adaptive Bridge: A Proxy-Based Decoupling Layer for Mitigating DDS Backpressure in ROS 2

Adding Voice Cloning to Text-to-Audio-Video Models with a Single Zero-Initialised Layer