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arXiv cs.AI Research & Papers
Hide to Guide: Learning via Semantic Masking
arXiv cs.AI Research & Papers
Understanding, Accelerating, and Improving MeanFlow Training
arXiv cs.AI Research & Papers
Bridging the Semantic-Action Gap in Visual Token Pruning for Efficient VLA Inference
arXiv cs.AI Research & Papers
Autoregression-Free Neural Operators for Time-Dependent PDEs
arXiv cs.AI Research & Papers
DynaPURLS: Dynamic Refinement of Part-Aware Representations for Skeleton-Based Zero-Shot …
arXiv cs.AI Research & Papers
Simply Stabilizing the Loop via Fully Looped Transformer
arXiv cs.AI Research & Papers
Multimodal Functional Maximum Correlation for Emotion Recognition
arXiv cs.AI Research & Papers
$M^3-Verse$: A "Spot the Difference" Challenge for Large Multimodal Models
arXiv cs.AI Research & Papers
Routing by Analogy: kNN-Augmented Expert Assignment for Mixture-of-Experts
arXiv cs.AI Research & Papers
NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning
arXiv cs.AI Research & Papers
Extreme-value forest fire prediction A study of the Loss Function in an Ordinality Scheme
arXiv cs.AI Research & Papers
Pixelwise Uncertainty Quantification of Accelerated MRI Reconstruction
arXiv cs.AI Research & Papers
Future-KL Regularized GRPO: Process-Level Credit Assignment from $f$-Divergence Regulariz…
arXiv cs.AI Research & Papers
QASA: Quality-Aware Semantic Augmentation for Robust Multimodal Sentiment Analysis
arXiv cs.AI Research & Papers
RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with…
arXiv cs.AI Research & Papers
BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models
arXiv cs.AI Research & Papers
By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They…
arXiv cs.AI Research & Papers
On the Epistemic Uncertainty of Overparametrized Neural Networks
arXiv cs.AI Research & Papers
Quantifying Empirical Compute-Supervision Tradeoffs in RLVR
arXiv cs.AI Research & Papers
Constraint-Anchored Attribution: Feasibility-Certified Counterfactuals and Bonferroni-PAC…
arXiv cs.AI Research & Papers
Positivity in classical enumerative geometry: a case study in synchronized AI-assisted ma…
arXiv cs.AI Research & Papers
Latent Q-Barrier Shielding for Safe In-Context Reinforcement Learning
arXiv cs.AI Research & Papers
CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures
arXiv cs.AI Research & Papers
Guess the Unified Model: How Much Can We Recover from Generated Images?
arXiv cs.AI Research & Papers
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
arXiv cs.AI Research & Papers
Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajecto…
arXiv cs.AI Research & Papers
JEPA-DNA: Grounding Genomic Foundation Models through Joint-Embedding Predictive Architec…
arXiv cs.AI Research & Papers
SEA-Eval: A Benchmark for Evaluating Self-Evolving Agents Beyond Episodic Assessment
arXiv cs.AI Research & Papers
Dynamic Dual-Granularity Skill Bank for Agentic RL
arXiv cs.AI Research & Papers
Generative structure search for efficient and diverse discovery of molecular and crystal …