To Intervene or Not: Guiding Inference-time Alignment with Probabilistic Model Blending
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Dual-Stance Evaluation of Sycophancy: The Structure of Agreement and the Limits of Interv…
BioDivergence: A Benchmark and Evaluation Framework for Hidden Contextual Contradictions …
ProcessThinker: Enhancing Multi-modal Large Language Models Reasoning via Rollout-based P…
The Impossibility of Eliciting Latent Knowledge
ALIGNBEAM : Inference-Time Alignment Transfer via Cross-Vocabulary Logit Mixing
Atlas H&E-TME: Scalable AI-Based Tissue Profiling at Expert Pathologist-Level Accuracy
Existential Indifference: Self-Nonpreservation as a Necessary Architectural Condition for…
A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design
Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in M…
When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking Abou…
Certifiable Safe RLHF: Semantic Grounding and Fixed Penalty Constraint Optimization for S…
From Architecture to Output: Structural Origins of Hallucination in Large Language Models…
Nonslop: A Gamified Experiment in Human-AI Collaborative Writing
Quantized Stochastic Primal-Dual Methods for Distributed Optimization under Relaxed Globa…
Federated continual learning: A comprehensive survey on lifelong and privacy-preserving l…
Grounding Computer Use Agents on Human Demonstrations
MA-DLE: Speech-based Automatic Depression Level Estimation via Memory Augmentation
The Structural Attention Tax: How Retrieval Format Hijacks In-Context Learning Independen…
Semantic search for 100M+ galaxy images using AI-generated captions
RoVE: Rotary Value Embeddings Attention for Relative Position-dependent Value Pathways
FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse
ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generati…
Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning
Unifying Learning Dynamics and Generalization in Transformers Scaling Law
Physics-Distilled Neural Network enabled by Large Language Models for Manufacturing Proce…
Substrate Asymmetry in User-Side Memory: A Diagnostic Framework
Calibration Drift Under Reasoning: How Chain-of-Thought Budgets Induce Overconfidence in …
Making Models Unmergeable via Scaling-Sensitive Loss Landscape
AnchorEdit: Maintaining Temporal Consistency in Multi-turn Image Editing via Causal Memory