Weight Decay Improves Language Model Plasticity
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Noticias de IA
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TUX: Measuring Human--AI Tacit Understanding
Reward Learning from Best-of-$N$ Preference Data: Targets, Tradeoffs, and Design Principl…
STEP: Learning STructured Embeddings for Progressive Time Series
VLM3: Vision Language Models Are Native 3D Learners
Memory-Bound but Not Bandwidth-Limited: The Physical AI Inference Gap in Batch-1 LLM Deco…
Prior Availability in Industrial Visual Sim-to-Real: A Review of CAD-Guided and CAD-Unava…
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Bac…
ImmigrationQA: A Source-Grounded Dataset and Small-Model Adaptation for U.S. Immigration …
Counterfactual Evaluation Reveals Hidden Capability Profiles in Clinical LLMs and Agents
Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized Use…
Revisiting Padded Transformer Expressivity: Which Architectural Choices Matter and Which …
LLMs Without Deep Neural Networks: New Architecture, Benefits and Case Study
Scientific Machine Learning for Engine Health Management and Remaining Useful Life Predic…
Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Disti…
GaMi: Geometry-Agnostic Material Identification via Cross-Modal Subtractive Disentangleme…
CobSeg: Coherence Boundary Modeling for Dialogue Topic Segmentation
COMPASS: Cognitive MCTS-Guided Process Alignment for Safe Search Agents
Generalistic or Specific Embeddings, Which is Better? An Empirical Study on Search for Cl…
idSCD: Identifying Training Datasets through Semantic Correlation Descriptors
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
Improved Distribution Estimation in $\ell_\infty$
Human-Alignment and Calibration of Inference-Time Uncertainty in Large Language Models
Symmetry Reveals Layerwise Dynamics: How Transformers Perform In-Context Classification
FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Poli…
Extending the UXR Point of View Pyramid: A Generative AI-Augmented Methodology for Human-…
Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Age…
Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Deco…
UXR PoV for Neuroinclusive Emotion Regulation
Not All Synthetic Data Is Yours to Learn From