On the Epistemic Uncertainty of Overparametrized Neural Networks
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Quantifying Empirical Compute-Supervision Tradeoffs in RLVR
Go witheFlow: Real-time Emotion Driven Audio Effects Modulation
ChunkLLM: A Lightweight Pluggable Framework for Accelerating LLMs Inference
SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills
Breaking the Chains of Probability: Neutrosophic Logic as a New Framework for Epistemic U…
LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward …
BackWeak: Backdooring Knowledge Distillation Simply with Weak Triggers and Fine-tuning
Constraint-Anchored Attribution: Feasibility-Certified Counterfactuals and Bonferroni-PAC…
Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform
E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomo…
LGMT: Logic-Grounded Metamorphic Testing for Evaluating the Reasoning Reliability of LLMs
F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare
Counterfactual Explanations for Hypergraph Neural Networks
Positivity in classical enumerative geometry: a case study in synchronized AI-assisted ma…
Krause Synchronization Transformers
AI as Equalizer or Amplifier? Task Complexity as the Moderating Factor for Human Expertis…
Latent Q-Barrier Shielding for Safe In-Context Reinforcement Learning
Parameter-Efficient VLMs for Gastrointestinal Endoscopy: Medical Image Generation and Cli…
AutoSG: LLM-Driven Solver Generation Solely from Task Prompts for Expensive Optimization
CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajecto…
JEPA-DNA: Grounding Genomic Foundation Models through Joint-Embedding Predictive Architec…
SEA-Eval: A Benchmark for Evaluating Self-Evolving Agents Beyond Episodic Assessment
Dynamic Dual-Granularity Skill Bank for Agentic RL
Divide-and-Conquer Inference for Large-Scale Visual Recognition with Multimodal Large Lan…
Generative structure search for efficient and diverse discovery of molecular and crystal …
Certified Robustness from Approximate Gaussian Mixture Structures in Pretrained Latent Sp…
Mosaic: Compositional Multi-Concept Erasure via Vector Field Blending