Learning to Construct Practical Agentic Systems
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Noticias de IA
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FVSpec: Real-World Property-Based Tests as Lean Challenges
Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding
DyLLM: Efficient Diffusion LLM Inference via Saliency-based Token Selection and Partial A…
Subliminal Learning Is Steering Vector Distillation
Geometry-Aware Probabilistic Circuits via Voronoi Tessellations
{\lambda}Split: Self-Supervised Content-Aware Spectral Unmixing for Fluorescence Microsco…
APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate A…
ThinkSwitch: Context Distillation with LoRA and Weight Interpolation for Specific-Purpose…
Soft-NBCE: Entropy-Weighted Chunk Fusion for Long-Context
Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence Attribution
HALO: Learning Human-Robot Collaboration via Heterogeneous-Agent Lyapunov Policy Optimiza…
Topology-Preserving Neural Operator Learning via Hodge Decomposition
Heterogeneous Decentralized Diffusion Models
AtomEval: Validity-Aware Atomic Evaluation of Adversarial Claim Rewriting in Fact Verific…
Beyond Offline A/B Testing: Context-Aware Agent Simulation for Recommender System Evaluat…
Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large L…
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin
Value-Free Policy Optimization via Reward Partitioning
Truth, Trust, and Trouble: Medical AI on the Edge
From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL …
Value Flows
Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion Models
Universal One-third Time Scaling in Learning Peaked Distributions
Consistency Deep Equilibrium Models
One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Rewa…
Identifying High-Confidence Social Biases in LLMs for Trustworthy Conversational Tutoring…
FedMTFI: Feature Importance Based Optimized Multi Teacher Knowledge Distillation in Heter…
LERD: Latent Event-Relational Dynamics for Neurodegenerative Classification
Stability Analysis of Sharpness-Aware Minimization