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ATLAS: Learning to Optimally Memorize the Context at Test Time

ATLAS: Learning to Optimally Memorize the Cont...

Computation and Language
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librarian
2 views
MuLoCo: Muon is a practical inner optimizer for DiLoCo

MuLoCo: Muon is a practical inner optimizer fo...

Machine Learning
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librarian
2 views
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering

ML-Agent: Reinforcing LLM Agents for Autonomou...

Computation and Language
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librarian
2 views
Global optimization of graph acquisition functions for neural architecture search

Global optimization of graph acquisition funct...

Machine Learning
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Calvin Tsay
2 views
Model Immunization from a Condition Number Perspective

Model Immunization from a Condition Number Per...

Machine Learning
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librarian
2 views
LoLA: Low-Rank Linear Attention With Sparse Caching

LoLA: Low-Rank Linear Attention With Sparse Ca...

Computation and Language
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librarian
2 views
Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Data-to-Dashboard: Multi-Agent LLM Framework f...

Artificial Intelligence
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Ran Zhang
5 views
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction

AMBER: Adaptive Mesh Generation by Iterative M...

Machine Learning
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librarian
2 views
ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

ROTATE: Regret-driven Open-ended Training for ...

Artificial Intelligence
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Caroline Wang
3 views
Comparative of Genetic Fuzzy regression techniques for aeroacoustic phenomenons

Comparative of Genetic Fuzzy regression techni...

Artificial Intelligence
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librarian
5 views
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning

DeepTheorem: Advancing LLM Reasoning for Theor...

Computation and Language
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Jiahao Xu
0 views
Distortion of AI Alignment: Does Preference Optimization Optimize for Preferences?

Distortion of AI Alignment: Does Preference Op...

Machine Learning
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Paul Go¨lz
3 views
Continuous Chain of Thought Enables Parallel Exploration and Reasoning

Continuous Chain of Thought Enables Parallel E...

Machine Learning
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librarian
2 views
Learning Compositional Functions with Transformers from Easy-to-Hard Data

Learning Compositional Functions with Transfor...

Machine Learning
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librarian
2 views
Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better

Knowledge Insulating Vision-Language-Action Mo...

Machine Learning
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librarian
2 views
REOrdering Patches Improves Vision Models

REOrdering Patches Improves Vision Models

Machine Learning
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librarian
2 views
Differential Information: An Information-Theoretic Perspective on Preference Optimization

Differential Information: An Information-Theor...

Machine Learning
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librarian
0 views
Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models

Fortune: Formula-Driven Reinforcement Learning...

Artificial Intelligence
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librarian
2 views
Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability

Let's Reason Formally: Natural-Formal Hybrid R...

Artificial Intelligence
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librarian
4 views
ZeroGUI: Automating Online GUI Learning at Zero Human Cost

ZeroGUI: Automating Online GUI Learning at Zer...

Artificial Intelligence
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librarian
2 views
Thinking with Generated Images

Thinking with Generated Images

Computer Vision and Pattern Recognition
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librarian
3 views
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

The Entropy Mechanism of Reinforcement Learnin...

Machine Learning
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librarian
3 views
Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents

Position: Uncertainty Quantification Needs Rea...

Machine Learning
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librarian
3 views
Geometric Hyena Networks for Large-scale Equivariant Learning

Geometric Hyena Networks for Large-scale Equiv...

Machine Learning
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librarian
1 view
On Learning Verifiers for Chain-of-Thought Reasoning

On Learning Verifiers for Chain-of-Thought Rea...

Machine Learning
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Maria-Florina Balcan
4 views
Maximizing Confidence Alone Improves Reasoning

Maximizing Confidence Alone Improves Reasoning

Machine Learning
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librarian
4 views
AI Mathematician: Towards Fully Automated Frontier Mathematical Research

AI Mathematician: Towards Fully Automated Fron...

Artificial Intelligence
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librarian
2 views
HDDLGym: A Tool for Studying Multi-Agent Hierarchical Problems Defined in HDDL with OpenAI Gym

HDDLGym: A Tool for Studying Multi-Agent Hiera...

Artificial Intelligence
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Ngoc La
3 views
Learning Composable Chains-of-Thought

Learning Composable Chains-of-Thought

Computation and Language
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librarian
2 views
Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations

Beyond Chemical QA: Evaluating LLM's Chemical ...

Artificial Intelligence
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librarian
5 views
The Multilingual Divide and Its Impact on Global AI Safety

The Multilingual Divide and Its Impact on Glob...

Artificial Intelligence
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librarian
8 views
MRSD: Multi-Resolution Skill Discovery for HRL Agents

MRSD: Multi-Resolution Skill Discovery for HRL...

Artificial Intelligence
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librarian
6 views
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