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Neural Field Thermal Tomography: A Differentiable Physics Framework for Non-Destructive Evaluation

Neural Field Thermal Tomography: A Differentia...

Machine Learning
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librarian
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CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model

CUPID: A Plug-in Framework for Joint Aleatoric...

Machine Learning
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librarian
2 views
Historical Consensus: Preventing Posterior Collapse via Iterative Selection of Gaussian Mixture Priors

Historical Consensus: Preventing Posterior Col...

Machine Learning
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librarian
1 view
The Discrete Charm of the MLP: Binary Routing of Continuous Signals in Transformer Feed-Forward Layers

The Discrete Charm of the MLP: Binary Routing ...

Machine Learning
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Peter Balogh
2 views
TOSSS: a CVE-based Software Security Benchmark for Large Language Models

TOSSS: a CVE-based Software Security Benchmark...

Machine Learning
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librarian
2 views
Instruction set for the representation of graphs

Instruction set for the representation of graphs

Computation and Language
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Ezequiel López-Rubio
0 views
Continuous Diffusion Transformers for Designing Synthetic Regulatory Elements

Continuous Diffusion Transformers for Designin...

Machine Learning
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librarian
2 views
Factorized Neural Implicit DMD for Parametric Dynamics

Factorized Neural Implicit DMD for Parametric ...

Machine Learning
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librarian
3 views
FAME: Formal Abstract Minimal Explanation for Neural Networks

FAME: Formal Abstract Minimal Explanation for ...

Artificial Intelligence
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librarian
2 views
Safe RLHF Beyond Expectation: Stochastic Dominance for Universal Spectral Risk Control

Safe RLHF Beyond Expectation: Stochastic Domin...

Machine Learning
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librarian
3 views
Leech Lattice Vector Quantization for Efficient LLM Compression

Leech Lattice Vector Quantization for Efficien...

Machine Learning
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librarian
4 views
Ergodicity in reinforcement learning

Ergodicity in reinforcement learning

Machine Learning
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Dominik Baumann
4 views
Emulating Clinician Cognition via Self-Evolving Deep Clinical Research

Emulating Clinician Cognition via Self-Evolvin...

Artificial Intelligence
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Ruiyang Ren
3 views
Nurture-First Agent Development: Building Domain-Expert AI Agents Through Conversational Knowledge Crystallization

Nurture-First Agent Development: Building Doma...

Artificial Intelligence
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librarian
3 views
A Hybrid Knowledge-Grounded Framework for Safety and Traceability in Prescription Verification

A Hybrid Knowledge-Grounded Framework for Safe...

Artificial Intelligence
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Yichi Zhu
3 views
SNPgen: Phenotype-Supervised Genotype Representation and Synthetic Data Generation via Latent Diffusion

SNPgen: Phenotype-Supervised Genotype Represen...

Machine Learning
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Andrea Lampis
4 views
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models

Dynamics-Predictive Sampling for Active RL Fin...

Machine Learning
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librarian
5 views
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation

LookaheadKV: Fast and Accurate KV Cache Evicti...

Machine Learning
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Jinwoo Ahn
3 views
GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection

GAST: Gradient-aligned Sparse Tuning of Large ...

Machine Learning
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Kai Yao
5 views
OOD-MMSafe: Advancing MLLM Safety from Harmful Intent to Hidden Consequences

OOD-MMSafe: Advancing MLLM Safety from Harmful...

Artificial Intelligence
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Xingjun Ma
4 views
Test-Driven AI Agent Definition (TDAD): Compiling Tool-Using Agents from Behavioral Specifications

Test-Driven AI Agent Definition (TDAD): Compil...

Software Engineering
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Tzafrir Rehan
6 views
The Confidence Gate Theorem: When Should Ranked Decision Systems Abstain?

The Confidence Gate Theorem: When Should Ranke...

Artificial Intelligence
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librarian
4 views
PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs

PathMem: Toward Cognition-Aligned Memory Trans...

Artificial Intelligence
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librarian
3 views
CarbonBench: A Global Benchmark for Upscaling of Carbon Fluxes Using Zero-Shot Learning

CarbonBench: A Global Benchmark for Upscaling ...

Machine Learning
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Aleksei Rozanov
3 views
MSSR: Memory-Aware Adaptive Replay for Continual LLM Fine-Tuning

MSSR: Memory-Aware Adaptive Replay for Continu...

Machine Learning
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Yiyang Lu
3 views
AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents

AutoAgent: Evolving Cognition and Elastic Memo...

Artificial Intelligence
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librarian
7 views
World2Mind: Cognition Toolkit for Allocentric Spatial Reasoning in Foundation Models

World2Mind: Cognition Toolkit for Allocentric ...

Artificial Intelligence
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librarian
2 views
Think Before You Lie: How Reasoning Improves Honesty

Think Before You Lie: How Reasoning Improves H...

Artificial Intelligence
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librarian
5 views
Mousse: Rectifying the Geometry of Muon with Curvature-Aware Preconditioning

Mousse: Rectifying the Geometry of Muon with C...

Machine Learning
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librarian
3 views
On the Width Scaling of Neural Optimizers Under Matrix Operator Norms I: Row/Column Normalization and Hyperparameter Transfer

On the Width Scaling of Neural Optimizers Unde...

Machine Learning
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Ruihan Xu
2 views
From Data Statistics to Feature Geometry: How Correlations Shape Superposition

From Data Statistics to Feature Geometry: How ...

Machine Learning
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librarian
2 views
PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution

PRECEPT: Planning Resilience via Experience, C...

Artificial Intelligence
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librarian
3 views
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