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arXiv cs.AI Research & Papers
How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Progr…
arXiv cs.AI Research & Papers
Distributed Constraint Optimization via Online Learning and Iterative Pricing with Applic…
arXiv cs.AI Research & Papers
Retraction-Free Optimization over the Stiefel Manifold for the LoRA Fine-Tuning
arXiv cs.AI Research & Papers
Stemma: Induced Decision Regions Reveal LLM Provenance
arXiv cs.AI Research & Papers
Device Invariance using Domain Adaptation on Acoustic Scene Classification
arXiv cs.AI Research & Papers
Loss Invariance Determines What Concept Layers Encode: Volume Grounding in Echocardiograp…
arXiv cs.AI Research & Papers
Depression Markers in Speech: An Approach based on Tract Variables Dynamics
arXiv cs.AI Research & Papers
The Scaling Properties of Implicit Deductive Reasoning in Transformers
arXiv cs.AI Research & Papers
Minimizing Targeted Activations: Input-Only Suppression of Evaluation-Awareness Latents i…
arXiv cs.AI Research & Papers
SAM3D-Guided Object-Centric Representation Alignment for Vision-Language-Action Models
arXiv cs.AI Research & Papers
Generative Distributionally Robust Optimization
arXiv cs.AI Research & Papers
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding
arXiv cs.AI Research & Papers
Moral Hazard in Multi-Agent Language Models
arXiv cs.AI Research & Papers
Directional Influence Function: Estimating Training Data Influence in Constrained Learning
arXiv cs.AI Research & Papers
Structured Scaling of AI Discovery Across Diverse Scientific Domains
arXiv cs.AI Research & Papers
RankFormer: A Propose-then-Select Transformer for Multi-Agent Multimodal Trajectory Predi…
arXiv cs.AI Research & Papers
Real-Time Driver Safety Scoring Through Inverse Crash Probability Modeling
arXiv cs.AI Research & Papers
Breaking the Curse of Repulsion: Remoteness-Aware Control of Negative Off-Policy Updates
arXiv cs.AI Research & Papers
Measuring the State of Open Science in Transportation Using Large Language Models
arXiv cs.AI Research & Papers
Deep Delta Learning
arXiv cs.AI Research & Papers
DeepVRegulome: DNABERT-based deep-learning framework for predicting the functional impact…
arXiv cs.AI Research & Papers
Long-Term PM2.5 Forecasting Using a DTW-Enhanced CNN-GRU Model
arXiv cs.AI Research & Papers
Understanding User Experiences of Computer Use Agents: Design Space and Opportunities for…
arXiv cs.AI Research & Papers
Why Does Grounding Hurt Medical VQA? Benchmarking, Diagnosis, and Fine-Tuning of Vision-L…
arXiv cs.AI Research & Papers
CIFNet: An Analytic Neural Learning Framework for Efficient and Calibrated Class-Incremen…
arXiv cs.AI Research & Papers
The Possibility of Artificial Intelligence Becoming a Subject and the Alignment Problem
arXiv cs.AI Research & Papers
Building Large-Scale English-Romanian Literary Translation Resources with Open Models
arXiv cs.AI Research & Papers
Annotation-Assisted Learning of Treatment Policies From Multimodal Electronic Health Reco…
arXiv cs.AI Research & Papers
TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque M…
arXiv cs.AI Research & Papers
Controllable LLM Reasoning via Sparse Autoencoder-Based Steering