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Control Tax: The Price of Keeping AI in Check

Control Tax: The Price of Keeping AI in Check

Artificial Intelligence
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Mikhail Terekhov
14 views
Exploring Diffusion Transformer Designs via Grafting

Exploring Diffusion Transformer Designs via Gr...

Machine Learning
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librarian
13 views
MesaNet: Sequence Modeling by Locally Optimal Test-Time Training

MesaNet: Sequence Modeling by Locally Optimal ...

Machine Learning
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Johannes von Oswald
11 views
Kinetics: Rethinking Test-Time Scaling Laws

Kinetics: Rethinking Test-Time Scaling Laws

Machine Learning
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librarian
16 views
Inference-Time Hyper-Scaling with KV Cache Compression

Inference-Time Hyper-Scaling with KV Cache Com...

Machine Learning
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librarian
12 views
Truly Self-Improving Agents Require Intrinsic Metacognitive Learning

Truly Self-Improving Agents Require Intrinsic ...

Artificial Intelligence
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librarian
11 views
LLM-First Search: Self-Guided Exploration of the Solution Space

LLM-First Search: Self-Guided Exploration of t...

Artificial Intelligence
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librarian
11 views
Just Enough Thinking: Efficient Reasoning with Adaptive Length Penalties Reinforcement Learning

Just Enough Thinking: Efficient Reasoning with...

Artificial Intelligence
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librarian
11 views
An upper bound of the mutation probability in the genetic algorithm for general 0-1 knapsack problem

An upper bound of the mutation probability in ...

Neural and Evolutionary Computing
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zhugemutian
11 views
MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures

MACS: Multi-Agent Reinforcement Learning for O...

Machine Learning
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librarian
12 views
Thinking Beyond Visibility: A Near-Optimal Policy Framework for Locally Interdependent Multi-Agent MDPs

Thinking Beyond Visibility: A Near-Optimal Pol...

Multiagent Systems
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librarian
20 views
Pseudo-Simulation for Autonomous Driving

Pseudo-Simulation for Autonomous Driving

Robotics
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librarian
21 views
Object-centric 3D Motion Field for Robot Learning from Human Videos

Object-centric 3D Motion Field for Robot Learn...

Robotics
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librarian
19 views
Interpretability by Design for Efficient Multi-Objective Reinforcement Learning

Interpretability by Design for Efficient Multi...

Artificial Intelligence
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Qiyue Xia
15 views
TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems

TRiSM for Agentic AI: A Review of Trust, Risk,...

Artificial Intelligence
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librarian
15 views
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning

Advancing Multimodal Reasoning: From Optimized...

Machine Learning
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librarian
14 views
Horizon Reduction Makes RL Scalable

Horizon Reduction Makes RL Scalable

Machine Learning
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librarian
15 views
OpenThoughts: Data Recipes for Reasoning Models

OpenThoughts: Data Recipes for Reasoning Models

Machine Learning
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librarian
14 views
A Few Moments Please: Scalable Graphon Learning via Moment Matching

A Few Moments Please: Scalable Graphon Learnin...

Machine Learning
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librarian
14 views
AgentMisalignment: Measuring the Propensity for Misaligned Behaviour in LLM-Based Agents

AgentMisalignment: Measuring the Propensity fo...

Artificial Intelligence
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Akshat Naik
15 views
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents

macOSWorld: A Multilingual Interactive Benchma...

Artificial Intelligence
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Pei Yang
15 views
Does Thinking More always Help? Understanding Test-Time Scaling in Reasoning Models

Does Thinking More always Help? Understanding ...

Artificial Intelligence
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Soumya Suvra Ghosal
15 views
Rectified Flows for Fast Multiscale Fluid Flow Modeling

Rectified Flows for Fast Multiscale Fluid Flow...

Machine Learning
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librarian
14 views
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback

Critique-GRPO: Advancing LLM Reasoning with Na...

Computation and Language
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librarian
13 views
How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation Alignment

How Explanations Leak the Decision Logic: Stea...

Machine Learning
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Bin Ma
14 views
Linear Spatial World Models Emerge in Large Language Models

Linear Spatial World Models Emerge in Large La...

Artificial Intelligence
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Matthieu Tehenan
15 views
DPO Learning with LLMs-Judge Signal for Computer Use Agents

DPO Learning with LLMs-Judge Signal for Comput...

Artificial Intelligence
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librarian
15 views
Not All Tokens Are Meant to Be Forgotten

Not All Tokens Are Meant to Be Forgotten

Machine Learning
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librarian
15 views
Provable Reinforcement Learning from Human Feedback with an Unknown Link Function

Provable Reinforcement Learning from Human Fee...

Machine Learning
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librarian
22 views
Zero-Shot Time Series Forecasting with Covariates via In-Context Learning

Zero-Shot Time Series Forecasting with Covaria...

Machine Learning
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librarian
20 views
The Limits of Predicting Agents from Behaviour

The Limits of Predicting Agents from Behaviour

Artificial Intelligence
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Alexis Bellot
21 views
StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs

StreamBP: Memory-Efficient Exact Backpropagati...

Machine Learning
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librarian
20 views
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