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LEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agents

LEASH: Uncertainty-Aware Weak-to-Strong Escala...

Artificial Intelligence
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Qingni Wang
1 view
PathFM: Fast Generative Forecasting of Multivariate Trajectories

PathFM: Fast Generative Forecasting of Multiva...

Machine Learning
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librarian
2 views
Towards Continual Learning: Mitigating Forgetting With Subspace Tuning

Towards Continual Learning: Mitigating Forgett...

Machine Learning
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librarian
3 views
Rethinking Routing Exploration in Modern Mixture-of-Experts

Rethinking Routing Exploration in Modern Mixtu...

Machine Learning
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librarian
2 views
Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

Librarian Agents: Training LLMs to Curate Long...

Machine Learning
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Anikait Singh
2 views
A team of Gemini 4 Argon agents beats Minecraft

A team of Gemini 4 Argon agents beats Minecraft

Artificial Intelligence
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librarian
3 views
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering

MLExpert: Towards a Generalist Agentic Model f...

Artificial Intelligence
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librarian
3 views
FDE-Gym: The Last Mile of AI Delivery

FDE-Gym: The Last Mile of AI Delivery

Artificial Intelligence
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librarian
3 views
Memorilla: Latent Semantic Memory for LLMs

Memorilla: Latent Semantic Memory for LLMs

Machine Learning
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librarian
2 views
Multi-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defense

Multi-Reward Hacking: From Aggregation-Induced...

Machine Learning
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librarian
4 views
Transfer Learning in Bandits from Unknown Adaptive Policies: Problem-Dependent Lower and Upper Bounds

Transfer Learning in Bandits from Unknown Adap...

Machine Learning
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librarian
3 views
LoopAhead: Speculating Ahead for Faster Decoding in Looped Language Models

LoopAhead: Speculating Ahead for Faster Decodi...

Artificial Intelligence
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librarian
1 view
Learning from Interaction Experience via Localized Context Distillation

Learning from Interaction Experience via Local...

Artificial Intelligence
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librarian
1 view
Learning Intrinsic Dynamics in Latent World Models

Learning Intrinsic Dynamics in Latent World Models

Artificial Intelligence
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librarian
2 views
MetaExp: Learning to Self-Improve through Experience via Verifiable Cross-Task Environment Scaling

MetaExp: Learning to Self-Improve through Expe...

Artificial Intelligence
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librarian
1 view
Functional Subnetwork Localization for Efficient Continual Learning in Large Language Models

Functional Subnetwork Localization for Efficie...

Artificial Intelligence
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librarian
2 views
Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond

Reinforcement Learning-driven Diffusion Models...

Artificial Intelligence
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librarian
1 view
Linear Separability of Activation Representations after Supervised Fine-Tuning on Incorrect Responses: A Study of Synthetic Dishonesty in Large Language Models

Linear Separability of Activation Representati...

Machine Learning
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m k
5 views
Generative Representation Learning for Scalable Latent Tokenization

Generative Representation Learning for Scalabl...

Machine Learning
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librarian
8 views
Continuum Attention

Continuum Attention

Machine Learning
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librarian
11 views
Your Transformer Is Secretly Elastic

Your Transformer Is Secretly Elastic

Machine Learning
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librarian
15 views
TreeFlex: Agents Navigating Their Own Search Trees

TreeFlex: Agents Navigating Their Own Search Trees

Artificial Intelligence
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Dongzhuo Li
11 views
SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent Swarm

SwarmRSI: Recursive Self-Improvement through E...

Artificial Intelligence
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librarian
8 views
Scaling Discovery Requires Forgetting

Scaling Discovery Requires Forgetting

Artificial Intelligence
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librarian
11 views
Co-Evolving Acting and Forecasting for Language Agents

Co-Evolving Acting and Forecasting for Languag...

Artificial Intelligence
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librarian
9 views
Euler: Towards Human-Centered Multi-Agent Mathematical Discovery

Euler: Towards Human-Centered Multi-Agent Math...

Artificial Intelligence
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librarian
10 views
ActionOPD: Distilling Decisions, Not Tokens

ActionOPD: Distilling Decisions, Not Tokens

Artificial Intelligence
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librarian
12 views
Reinforcement Learning via Advantage Guidance

Reinforcement Learning via Advantage Guidance

Machine Learning
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librarian
5 views
Rent-Seeking Language Models: Reward Models Set the Prices, Frequent Audits Curb the Rent

Rent-Seeking Language Models: Reward Models Se...

Machine Learning
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librarian
6 views
Memory-Efficient Subspace Optimization with Residual Correction: From Momentum SGD to Muon

Memory-Efficient Subspace Optimization with Re...

Machine Learning
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librarian
7 views
ReproBAIT: Can coding agents build their own biological AI tools?

ReproBAIT: Can coding agents build their own b...

Artificial Intelligence
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librarian
6 views
Teaching Agents in their Own Style: Blackbox Teacher Distillation for Web Agents

Teaching Agents in their Own Style: Blackbox T...

Artificial Intelligence
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librarian
5 views
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