A Multi-dimensional Framework for Evaluating Generalization in EEG Foundation Models
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Stochastic Gradient Descent with Momentum is Algorithmically Stable
The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liab…
Multi-Agent LLM-based Metamorphic Testing for REST APIs
The Principles of Diffusion Models
EAGer: Entropy-Aware GEneRation for Adaptive Inference-Time Scaling
Visualizing Latent Phase Structures in Locomotion Policies: A Multi-Environment Study wit…
SNARE: Adaptive Scenario Synthesis for Eliciting Overeager Behavior in Coding Agents
MIRAGE: Context-Aware Prompt Injection against Mobile GUI Agents via User-Generated Conte…
PromptEmbedder:: Efficient and Transferable Text Embedding via Dual-LLM Soft Prompting
On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective
Integrated and Cross-Architecture Interpretation of LLM Reasoning
Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language M…
Prompt Optimization Is a Coin Flip: Diagnosing When It Helps in Compound AI Systems
SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces
ArcVQ-VAE: A Spherical Vector Quantization Framework with ArcCosine Additive Margin
MAVEN A Multi-Agent Framework for Multicultural Text-to-Video Generation
A Unified Framework for the Evaluation of LLM Agentic Capabilities
Periodic RoPE for Infinite Context LLMs
Do We Really Need Quantum Machine Learning?: A Multidimensional Empirical Study
SmartDirector: Keyframe-Conditioned Cinematic Video Generation with Narrative Pacing Cont…
FPMoE: A Sparse Mixture-of-Experts Approach to Functional Code Generation
LoSATok: Low-dimensional Semantic-Acoustic Tokenizer for Cross-Domain Audio Understanding…
Revisiting Anthropomorphic Reflection Markers in Large Language Model Reasoning
Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers
Trinity: Unifying Class-Agnostic Terrain and Semantic Segmentation for Unstructured Outdo…
Hallucination Behavior in Multimodal LLMs Across Agricultural Image Interpretation and Ge…
Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines
Architecture-driven Shift: towards a lightweight selector for capturing the trends of log…
Do Models Know Why They Changed Their Mind? Interpretability and Faithfulness of Chain-of…