FedTVD: Balancing Data Quality and Quantity for Robust Federated Learning
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Noticias de IA
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FedA2L: Adaptive layer-wise learning rate adjustment in decentralized federated learning
Governing the KV Cache: Preventing Timing Side-Channel Leakage in Multi-Tenant LLM Infere…
RL-Native Distillation: Exploiting Scored Trajectories for Few-Step Image Generation
Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training
RAVEN-Eval: Rubric-Guided Automatic Evaluation for AI Video Generation Models Based on LM…
Defining Decentralization: An Ontological Perspective
Cultivar: A Contrastive and Locale-Oriented Translation Benchmark for Investigating Conta…
Privileged Solutions or Context-Induced Teacher Behavior? Dissecting On-Policy Self-Disti…
Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
RankGuide: Tensor-Rank-Guided Routing and Steering for Efficient Reasoning
How to Ask the AI: A User Perspective Survey for Large Language Model Prompting
Stochastic Subgradient Methods with Guaranteed Global Stability in Nonsmooth Nonconvex Op…
Can Open-Weight Models Compete on Financial Text Comprehension?
Long SKILL Compliance as Logical Reasoning: Closure-Grounded Detection with Scaling-Guide…
A Fair Objective for Human-Empowerment-Preserving AI: Desiderata, Design, and Likely Beha…
Quantization Degradation in Large Language Models: A Signal-Noise Perspective
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?
PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue
Back to the Future: A workbook time machine for spread sheet creation benchmarks
Autonomy Reshapes How Personalization Affects Privacy Concerns and Trust in LLM Agents
SUM-AgriVLN: Spatial Understanding Memory for Agricultural Vision-and-Language Navigation
Monotonicity-Guided Bottom-Up Petri Net Discovery: The SPECpp Framework
From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs
When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution
Not All Visual Tokens Are Equally Safe to Remove:Consequence-Sensitive Visual Token Compr…
Rethinking Medical Landmark Localization with Prototype Learning-based Progressive Offset…
Social Gym and SPaRTan: Benchmarking and Improving LLM Social Reasoning via Multi-Agent G…
An Expectation-Maximization Perspective on Reinforcement Learning for LLM Reasoning
Different Feedback, Different Updates: Selective Self-Learning from User Interactions for…