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Is the Future Compatible? Diagnosing Dynamic Consistency in World Action Models ⚓Anchors

Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization 🚦Wait-Free Algorithms

ConRAD: Conformal Risk-Aware Neural Databases 🔬Deep Learning

Optimizer-Model Consistency: Full Finetuning with the Same Optimizer as Pretraining Forgets Less 📱Edge AI

GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model 🕸️GraphBLAS

Continuous-Time Distribution Matching for Few-Step Diffusion Distillation 🌀Naiad

Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts 🌊CALM Theorem

PairAlign: A Framework for Sequence Tokenization via Self-Alignment with Applications to Audio Tokenization 📝Parsing

Directional Consistency as a Complementary Optimization Signal: The GONO Framework 📊Optimization

DINORANKCLIP: DINOv3 Distillation and Injection for Vision-Language Pretraining with High-Order Ranking Consistency 🤖TVM

Towards Annotation-Free Validation of MLLMs: A Vision-Language Logical Consistency Metric 🚀MLOps

Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents 🔍Meilisearch

Dynamic Distillation and Gradient Consistency for Robust Long-Tailed Incremental Learning 🔬Deep Learning

Realizable Bayes-Consistency for General Metric Losses 📊Optimization

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