Rethinking Federated Unlearning via the Lens of Memorization
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Noticias de IA
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Interpretation, Learning, and Empathy as One Constraint: A Residual-Adequacy Architecture…
MinerU-Popo: Universal Post-Processing Model for Structured Document Parsing
Adaptive Punishment for Cooperation in Mixed-Motive Games
Balancing Fairness, Privacy, and Accuracy: A Multitask Adversarial Framework for Centrali…
APT-Agent: Automated Penetration Testing using Large Language Models
Riemannian-Manifold Steering: Geometry-Aware Generative Autoencoders for Label-Free Steer…
Robust Fuzzy Multi-view Learning under View Conflict
Factorize to Generalize: Retrieval-Guided Invariant-Dynamic Decomposition for Time Series…
When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Gen…
ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflo…
Reflect-Guard: Enhancing LLM Safeguards against Adversarial Prompts via Logical Self-Refl…
Generative OOD-regularized Model-based Policy Optimization
Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language M…
Credit Assignment with Resets in Language Model Reasoning
Assessing the Operational Viability of Foundation Models for Time Series Forecasting
From Theory to Decision Rule: Calibrating the Noisy-Label Crossover for Vision-Language M…
HumanEgo: Zero-Shot Robot Learning from Minutes of Human Egocentric Videos
Spectral Retrieval: Multi-Scale Sinc Convolution over Token Embeddings for Localized Retr…
Side-by-side Comparison Amplifies Dialect Bias in Language Models
The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models
VaaWIT: Visual-Aware Adaptation of Large Language Models for Multilingual Web Image Trans…
CyBOKClaw: Human-in-the-Loop CyBOK Mapping for Cybersecurity Curriculum
ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attenti…
CRISP -- Clustering-Based Redundancy-Reduced Instance Sampling for Pathology Case Represe…
An Interactive Paradigm for Deep Research
Detecting Unfaithful Chain-of-Thought via Circuit-Guided Internal-External Discrepancy
AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions
Agent-Centric Social Trajectory Prediction: A Free Energy Principle Perspective
PILOT: Policy-Informed Learned Optimization for Adaptive Deep Network Training