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Beyond Safe Data: Pretraining-Stage Alignment with Regular Safety Reflection

Beyond Safe Data: Pretraining-Stage Alignment ...

Artificial Intelligence
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Jinhan Li
1 view
ARIADNE: Agnostic Routing for Inference-time Adapter DyNamic sElection

ARIADNE: Agnostic Routing for Inference-time A...

Artificial Intelligence
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Enrico Cassano
1 view
The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL

The Reward Was in Your Data All Along: Correct...

Machine Learning
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librarian
1 view
Diffusion-Proof: Recipe for Formal Theorem Proving Beyond Auto-Regressive Generation

Diffusion-Proof: Recipe for Formal Theorem Pro...

Machine Learning
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Ruida Wang
1 view
Explaining Attention with Program Synthesis

Explaining Attention with Program Synthesis

Machine Learning
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Amiri Hayes
0 views
User as Engram: Internalizing Per-User Memory as Local Parametric Edits

User as Engram: Internalizing Per-User Memory ...

Artificial Intelligence
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librarian
1 view
NeSyCat Torch: A Differentiable Tensor Implementation of Categorical Semantics for Neurosymbolic Learning

NeSyCat Torch: A Differentiable Tensor Impleme...

Artificial Intelligence
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librarian
1 view
Rethinking Reward Supervision: Rubric-Conditioned Self-Distillation

Rethinking Reward Supervision: Rubric-Conditio...

Artificial Intelligence
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librarian
2 views
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
5 views
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
4 views
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
4 views
SoftMoE: Soft Differentiable Routing for Mixture-of-Experts in LLMs

SoftMoE: Soft Differentiable Routing for Mixtu...

Machine Learning
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librarian
4 views
Looped World Models

Looped World Models

Machine Learning
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librarian
6 views
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?

Rethinking Dataset Distillation for Classifica...

Machine Learning
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Trisha Mittal
4 views
PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience

PseudoBench: Measuring How Agentic Auto-Resear...

Artificial Intelligence
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librarian
3 views
Learning Cardiac Electrophysiology Digital Twins Through Agentic Discovery of Hybrid Structure

Learning Cardiac Electrophysiology Digital Twi...

Artificial Intelligence
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Ziqi Zhou
3 views
Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers

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

Artificial Intelligence
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librarian
4 views
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
4 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
3 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
3 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
5 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
6 views
HAMON: Passive Optical Sequence Mixing for Long-Horizon Forecasting

HAMON: Passive Optical Sequence Mixing for Lon...

Machine Learning
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librarian
5 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
6 views
Exact Posterior Score Estimation for Solving Linear Inverse Problems

Exact Posterior Score Estimation for Solving L...

Machine Learning
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librarian
5 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
5 views
Taming Curvature: Architecture Warm-Up for Stable Transformer Training

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

Machine Learning
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librarian
4 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
6 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
4 views
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