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Research
Sep 15
23h ago
A machine learning API for Earth Observation data cubes based on openEO.
arXiv cs.LG
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23h ago
Adaptive reciprocal knowledge distillation preserves category correlation knowledge by adjusting teacher-student guidance during training.
arXiv cs.LG
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23h ago
Asclepius: An adaptive harness for long-horizon clinical agents shows long-horizon failures in CES simulated emergency-department shifts under continuous time and resource pressure
arXiv cs.AI
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23h ago
AutoTailor creates and maintains a compact set of trajectory-derived MCP APIs for web agents to use reusable tools; framework discovers and aligns tool selections with user demand.
arXiv cs.AI
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23h ago
Carbon-aware routing distributes function-calling queries across a three-tier edge-cloud architecture for LLM systems
arXiv cs.AI
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23h ago
Causal analysis and mitigation of spurious onsets in full-duplex speech LLMs.
arXiv cs.CL
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23h ago
Causal multi-modal AI model predicts personalized chemosensitivity for breast cancer using pathology and clinical data.
arXiv cs.AI
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23h ago
Certifiably interpretable training of ReLU-MLPs for Boolean tasks with guaranteed truth-table generalization
arXiv cs.LG
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23h ago
Certified, differentiable complexity controller for grokking in algorithmic information dynamics of learning
arXiv cs.LG
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23h ago
Clinical reasoning under a partially observed objective in cone beam CT report generation
arXiv cs.CL
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23h ago
Converge then diversify: decoupling convergence and diversity in multi-objective Bayesian optimisation.
arXiv cs.AI
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23h ago
Criticality in dissimilar decomposition and undersampling of random datasets with anomalies
arXiv cs.LG
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23h ago
CVSS-X: a multilingual speech-to-speech translation corpus enabling English-to-28 languages across 12 language families
arXiv cs.CL
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23h ago
Derivative-fidelity failure mode in physics-informed neural networks shown by function-value training benchmarks
arXiv cs.LG
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23h ago
Diagnosing faults in reinforcement learning simulators and world models with canonical polynomial invariants
arXiv cs.LG
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23h ago
Do tabular foundation models still need feature engineering?
arXiv cs.LG
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23h ago
Early prediction of satellite collision probability with a hybrid TCN-Transformer model for a CDM-based conjunction analysis framework
arXiv cs.LG
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23h ago
Edit localization amplifies relative selection bias via gradient geometry, target mismatch, and importance weighting
arXiv cs.CL
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23h ago
Efficient online inverse optimization with O(d) regret
arXiv cs.LG
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23h ago
Evaluating LLM-generated rules for heart disease prediction using the UCI Heart Disease dataset; traditional models and GPT-4o/Claude Sonnet rule-based systems compared
arXiv cs.LG
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23h ago
ForeSight: enhancing risk monitoring via early safety signal distillation
arXiv cs.CL
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23h ago
Fraglingo designs molecules by attachment-aware autoregressive fragment generation to reflect chemists' edit patterns in scaffold extension and substitution.
arXiv cs.AI
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23h ago
From legal text to AI-specific risk sources: a systematic analysis of the EU AI Act's high-risk requirements
arXiv cs.AI
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23h ago
From Token Probabilities to Semantic Constraints: Towards Declarative Probabilistic Evaluation of Language Models
arXiv cs.CL
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23h ago
GAVEL: an LLM judge protocol compares clinical timelines against case reports and returns discrepancy type, verdict, and passage for each difference
arXiv cs.AI
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23h ago
Generalized Agent Iteration: one formal framework for iterative policy improvement and recursive self-improvement
arXiv cs.AI
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23h ago
Governing at machine speed: an adaptive intelligence architecture for real-time AI policy enforcement
arXiv cs.AI
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23h ago
GradRepair-ODE: certified gradient repair for neural ODE training
arXiv cs.LG
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23h ago
Harmfulness propagation dynamics: layer-wise trajectories of adversarial intent in large language models
arXiv cs.CL
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23h ago
Hindsight bias in clinical temporal reasoning: how future data exposure affects large language model judgment
arXiv cs.CL
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Sep 14
1d ago
Soft Symbol Grounding for Prototypical Concepts
arXiv cs.AI
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1d ago
Space as an interventional invariant: cross-modal predictive geometry for stratified cities and em-spaced intelligence
arXiv cs.LG
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1d ago
SynthSentry: detecting synthetic data contamination in language model training data
arXiv cs.CL
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1d ago
T-GADE: thermodynamical generative-AI-driven evolution of LLM artifacts
arXiv cs.AI
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1d ago
The Core enables niching agents via competitive co-evolution without a traditional fitness function.
arXiv cs.AI
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1d ago
The House with a Million Windows: interactive fiction for narrative restorying
arXiv cs.CL
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1d ago
Toward robust personalized alignment for LLMs: mitigating persona drift in multi-turn dialogue; CORE separates turn-local evidence from persistent persona-state revision to selectively update preferences
arXiv cs.AI
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1d ago
When successful knowledge graph edits displace correct answers: rank-level locality beyond parameter support
arXiv cs.AI
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1d ago
WinSyn: an automated pipeline for realistic enterprise question-answering evaluation
arXiv cs.AI
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1d ago
Zipbench: low-cost framework for compressing comprehensive benchmarks of large language models
arXiv cs.CL
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