Graph-Conditioned Mixture of Graph Neural Network Experts for Traffic Forecasting
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Noticias de IA
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Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?
Active Timepoint Selection for Learning Measure-Valued Trajectories
Score Broadcast and Decorrelation: A General Framework for Broadcast-Based Credit Assignm…
COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Lang…
HypoAgent: An Agentic Framework for Interactive Abductive Hypothesis Generation over Know…
LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories
Gradient-Free Training of Spiking Neural Networks via Low-Rank Evolution Strategies
Reinterpreting Safety Thresholds as Neuron Spiking Thresholds
Structured interactions improve distributed coordination beyond model scaling in a real-w…
NumLeak: Public Numeric Benchmarks as Latent Labels in Foundation Models
Physically Viable World Models: A Case for Query-Conditioned Embodied AI
Uncertainty-Aware and Temporally Regulated Expert Advice in Reinforcement Learning for Au…
Structure-Induced Information for Rerooting Levin Tree Search
SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning
Distilling LLM Feedback for Lean Theorem Proving
Industrializing Prediction-Powered Inference: The GLIDE Library for Reliable GenAI and Ag…
Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Age…
G-STAR: End-to-End Global Speaker-Tracking Attributed Recognition
Rank-Factorized Implicit Neural Bias: Scaling Super-Resolution Transformer with FlashAtte…
Weight Decay Improves Language Model Plasticity
CodeGolf Bench: A Multi-Language Benchmark for Evaluating Concise Code Generation Capabil…
CaptionFormer: Unified Segmentation, Tracking, and Captioning for Spatio-Temporal Objects
Spectral Collapse Drives Loss of Plasticity in Deep Continual Learning
MedCoG: Maximizing LLM Inference Density in Medical Reasoning via Meta-Cognitive Regulati…
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phr…
A Kinetic Energy Perspective of Flow Matching
Towards Atoms of Large Language Models
Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM U…
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric R…