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Ternary Mamba: Grouped Quantization-Aware Training of W1.58A16 State Space Models

Ternary Mamba: Grouped Quantization-Aware Trai...

Machine Learning
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librarian
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EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation

EvolveNav: Proactive Preflection and Self-Evol...

Artificial Intelligence
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librarian
1 view
The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data

The Stanford EDGAR Filings Dataset: Reconstruc...

Artificial Intelligence
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Nick Bettencourt
1 view
SoftMoE: Soft Differentiable Routing for Mixture-of-Experts in LLMs

SoftMoE: Soft Differentiable Routing for Mixtu...

Machine Learning
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librarian
1 view
Looped World Models

Looped World Models

Machine Learning
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librarian
1 view
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?

Rethinking Dataset Distillation for Classifica...

Machine Learning
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Trisha Mittal
1 view
PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience

PseudoBench: Measuring How Agentic Auto-Resear...

Artificial Intelligence
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librarian
1 view
Learning Cardiac Electrophysiology Digital Twins Through Agentic Discovery of Hybrid Structure

Learning Cardiac Electrophysiology Digital Twi...

Artificial Intelligence
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Ziqi Zhou
1 view
Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers

Fixed-Point Reasoners: Stable and Adaptive Dee...

Artificial Intelligence
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librarian
1 view
RAID: Semantic Graph Diffusion for True Cold-Start and Cross-Lingual Forecasting

RAID: Semantic Graph Diffusion for True Cold-S...

Artificial Intelligence
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librarian
2 views
Scaling LLM Reasoning from Minimal Labels: A Semi-Supervised Framework with a Lightweight Verifier

Scaling LLM Reasoning from Minimal Labels: A S...

Artificial Intelligence
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librarian
2 views
When in Doubt, Plan It Out: Committed Small Language Model Deliberation for Reactive Reinforcement Learning

When in Doubt, Plan It Out: Committed Small La...

Artificial Intelligence
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librarian
2 views
MA-SBI: Misspecification-Aware Simulation-Based Inference via Side-Channel Guidance

MA-SBI: Misspecification-Aware Simulation-Base...

Artificial Intelligence
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librarian
4 views
Greed Is Learned: Visible Incentives as Reward-Hacking Triggers

Greed Is Learned: Visible Incentives as Reward...

Artificial Intelligence
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librarian
3 views
A Unified Causal-Origin Taxonomy of Distributional Shifts in Reinforcement Learning

A Unified Causal-Origin Taxonomy of Distributi...

Machine Learning
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librarian
3 views
HAMON: Passive Optical Sequence Mixing for Long-Horizon Forecasting

HAMON: Passive Optical Sequence Mixing for Lon...

Machine Learning
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librarian
3 views
Your Privacy My Cloak: Backdoor Attacks on Differentially Private Federated Learning

Your Privacy My Cloak: Backdoor Attacks on Dif...

Machine Learning
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librarian
4 views
Exact Posterior Score Estimation for Solving Linear Inverse Problems

Exact Posterior Score Estimation for Solving L...

Machine Learning
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librarian
3 views
OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models

OpenClaw-Skill: Collective Skill Tree Search f...

Artificial Intelligence
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librarian
4 views
Taming Curvature: Architecture Warm-Up for Stable Transformer Training

Taming Curvature: Architecture Warm-Up for Sta...

Machine Learning
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librarian
3 views
A First-Principles Derivation of LLM Policy Optimization: From Expected Reward to GRPO and Its Structural Extensions

A First-Principles Derivation of LLM Policy Op...

Artificial Intelligence
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librarian
5 views
GIST-CMTF: Goal-State Inference for Causal Minimal Tool Filtering in LLM Agents

GIST-CMTF: Goal-State Inference for Causal Min...

Artificial Intelligence
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Rahul Suresh Babu
4 views
A Causal Model of Theory of Mind in Conflict for Artificial Intelligence

A Causal Model of Theory of Mind in Conflict f...

Artificial Intelligence
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Nikolos Gurney
4 views
Beyond Weights and Gradients: A Taxonomy of Federated Learning Messages

Beyond Weights and Gradients: A Taxonomy of Fe...

Machine Learning
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librarian
3 views
RoboPIN: Grounded Embodied Reasoning via Pinned Chain-of-Thought

RoboPIN: Grounded Embodied Reasoning via Pinne...

Artificial Intelligence
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librarian
5 views
TrustedARI: Towards Trust-Native Agentic Routing Infrastructure for Agentic AI

TrustedARI: Towards Trust-Native Agentic Routi...

Artificial Intelligence
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Qi Li
5 views
Proximal Policy Optimization for Amortized Discrete Sampling

Proximal Policy Optimization for Amortized Dis...

Machine Learning
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Anna Zykova-Myzina
4 views
MosaicQuant: Inlier-Outlier Disaggregation for Unified 4-Bit LLM Quantization

MosaicQuant: Inlier-Outlier Disaggregation for...

Machine Learning
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librarian
4 views
ReQAT: Achieving Full-Precision Reasoning Accuracy with 4-bit Floating-Point Quantization-Aware Training

ReQAT: Achieving Full-Precision Reasoning Accu...

Machine Learning
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librarian
3 views
Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Networks

Beyond Runtime Enforcement: Shield Synthesis a...

Artificial Intelligence
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librarian
18 views
Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation

Dense Supervision, Sparse Updates: On the Spar...

Machine Learning
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librarian
33 views
The Stable Recovery Manifold: Geometric Principles Governing Recoverability in Continual Learning

The Stable Recovery Manifold: Geometric Princi...

Machine Learning
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librarian
30 views
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