Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability
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Noticias de IA
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Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
CoMPAS3D: A Dataset and Benchmark for Interactive Motion
Non-Identical Diffusion Models in MIMO-OFDM Channel Generation
DeMuon: A Decentralized Muon for Matrix Optimization over Graphs
Semantic knowledge guides innovation and drives cultural evolution
PHASE: Physiology-Aware Hyperspectral Reconstruction via Object-to-Human Domain Adaptation
Distill-then-Replace: Efficient Task-Specific Hybrid Attention Model Construction
$\mathbb{R}^{2k}$ is Theoretically Large Enough for Embedding-based Top-$k$ Retrieval
Whose Name Comes Up? II: Benchmarking and Intervention-Based Auditing of LLM-Based Schola…
Whom to Query for What: Adaptive Group Elicitation via Multi-Turn LLM Interactions
TimeOmni-VL: Unified Models for Time Series Understanding and Generation
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem
SleepVLM: Explainable and Rule-Grounded Sleep Staging via a Vision-Language Model
Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale
How to Guide Your Flow: Few-Step Alignment via Flow Map Reward Guidance
Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models
TASTE: A Designer-Annotated Multi-Dimensional Preference Dataset for AI-Generated Graphic…
A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs a…
Phantom Transfer: Data Poisoning can Survive Data-Level Defences
Local Guidance, Global Impact: Gaussian-Reshaped Trust Region Unlocks Behavior Transitions
AI Model Extraction Attacks: Bypassing Single-Client Assumptions in Defenses
Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoni…
OpenAgenet/OAN: Technical Architecture for Trust-Governed Agent Identity and Discovery
Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression
When RLHF Fails: A Mechanistic Taxonomy of Reward Hacking, Collapse, and Evaluator Gaming
PSViT: A Methodology for Structurally Pruning Spiking Vision Transformers
Latent Laplace Diffusion for Irregular Multivariate Time Series
Exact Stiefel Optimization for Probabilistic PLS: Closed-Form Updates, Error Bounds, and …