Towards Embodied Cognition in Robots via Spatially Grounded Synthetic Worlds
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Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
The Possibility of Artificial Intelligence Becoming a Subject and the Alignment Problem
Why Does Grounding Hurt Medical VQA? Benchmarking, Diagnosis, and Fine-Tuning of Vision-L…
The Scaling Properties of Implicit Deductive Reasoning in Transformers
AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading
Sheet As Token: A Graph-Enhanced Representation for Multi-Sheet Spreadsheet Understanding
From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World
MemTX: Transactional Belief Commit for Stateful Agent Memory
Simulating Tenant Responses to Energy Policy Interventions with Transaction-Cost-Aware LL…
Representation Capacity-Matched QNN-SNN Twin Construction for Rate-Encoded SNNs
A context-adaptive policy framework for robust and reactive robotic manipulation via unce…
Towards Understanding the Cognitive Habits of Large Reasoning Models
TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque M…
Annotation-Assisted Learning of Treatment Policies From Multimodal Electronic Health Reco…
Building Large-Scale English-Romanian Literary Translation Resources with Open Models
CIFNet: An Analytic Neural Learning Framework for Efficient and Calibrated Class-Incremen…
Understanding User Experiences of Computer Use Agents: Design Space and Opportunities for…
Long-Term PM2.5 Forecasting Using a DTW-Enhanced CNN-GRU Model
DeepVRegulome: DNABERT-based deep-learning framework for predicting the functional impact…
Deep Delta Learning
Measuring the State of Open Science in Transportation Using Large Language Models
Breaking the Curse of Repulsion: Remoteness-Aware Control of Negative Off-Policy Updates
Real-Time Driver Safety Scoring Through Inverse Crash Probability Modeling
RankFormer: A Propose-then-Select Transformer for Multi-Agent Multimodal Trajectory Predi…
Structured Scaling of AI Discovery Across Diverse Scientific Domains
Directional Influence Function: Estimating Training Data Influence in Constrained Learning
Moral Hazard in Multi-Agent Language Models
Engine-Equal, Human-Unequal: A Reproducible Outcome Skew in Engine-Assessed Equal Chess P…
dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees