Machine Learning

TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning

TinyV: Reducing False Negatives in Verificatio...

Machine Learning
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librarian
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Energy-Efficient Deep Reinforcement Learning with Spiking Transformers

Energy-Efficient Deep Reinforcement Learning w...

Machine Learning
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librarian
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Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers

Physics-informed Reduced Order Modeling of Tim...

Machine Learning
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Nima Hosseini Dashtbayaz
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Time to Embed: Unlocking Foundation Models for Time Series with Channel Descriptions

Time to Embed: Unlocking Foundation Models for...

Machine Learning
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librarian
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Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentials

Electrostatics from Laplacian Eigenbasis for N...

Machine Learning
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librarian
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Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Quartet: Native FP4 Training Can Be Optimal fo...

Machine Learning
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librarian
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Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Optimizing Anytime Reasoning via Budget Relati...

Machine Learning
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librarian
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Unlocking Non-Invasive Brain-to-Text

Unlocking Non-Invasive Brain-to-Text

Machine Learning
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Dulhan Jayalath
3 views
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling

One-Step Offline Distillation of Diffusion-bas...

Machine Learning
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Nimrod Berman
2 views
Fine-tuning Quantized Neural Networks with Zeroth-order Optimization

Fine-tuning Quantized Neural Networks with Zer...

Machine Learning
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librarian
2 views
Mean Flows for One-step Generative Modeling

Mean Flows for One-step Generative Modeling

Machine Learning
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librarian
10 views
An AI-driven framework for the prediction of personalised health response to air pollution

An AI-driven framework for the prediction of p...

Machine Learning
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librarian
10 views
Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design

Pharmacophore-Conditioned Diffusion Model for ...

Machine Learning
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Amira Alakhdar
10 views
PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models

PnPXAI: A Universal XAI Framework Providing Au...

Machine Learning
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Seongun Kim
12 views
MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models

MASSV: Multimodal Adaptation and Self-Data Dis...

Machine Learning
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librarian
8 views
Parallel Scaling Law for Language Models

Parallel Scaling Law for Language Models

Machine Learning
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librarian
15 views
Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps

Fine-tuning Diffusion Policies with Backpropag...

Machine Learning
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librarian
10 views
Neural Thermodynamic Laws for Large Language Model Training

Neural Thermodynamic Laws for Large Language M...

Machine Learning
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librarian
7 views
Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel-Young Losses

Establishing Linear Surrogate Regret Bounds fo...

Machine Learning
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librarian
9 views
Variational Rank Reduction Autoencoder

Variational Rank Reduction Autoencoder

Machine Learning
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librarian
12 views
SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures

SAD Neural Networks: Divergent Gradient Flows ...

Machine Learning
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librarian
7 views
Rhomboid Tiling for Geometric Graph Deep Learning

Rhomboid Tiling for Geometric Graph Deep Learning

Machine Learning
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librarian
11 views
Adversarial Suffix Filtering: a Defense Pipeline for LLMs

Adversarial Suffix Filtering: a Defense Pipeli...

Machine Learning
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David Khachaturov
10 views
Preserving Plasticity in Continual Learning with Adaptive Linearity Injection

Preserving Plasticity in Continual Learning wi...

Machine Learning
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librarian
17 views
Layered Unlearning for Adversarial Relearning

Layered Unlearning for Adversarial Relearning

Machine Learning
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Timothy Qian
10 views
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations

Sensitivity-Constrained Fourier Neural Operato...

Machine Learning
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librarian
9 views
SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models

SPAT: Sensitivity-based Multihead-attention Pr...

Machine Learning
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librarian
11 views
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles

Addressing the Current Challenges of Quantum M...

Machine Learning
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Junghoon Justin Park
11 views
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation

CodePDE: An Inference Framework for LLM-driven...

Machine Learning
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librarian
9 views
A Theoretical Framework for Explaining Reinforcement Learning with Shapley Values

A Theoretical Framework for Explaining Reinfor...

Machine Learning
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librarian
7 views
Trial and Trust: Addressing Byzantine Attacks with Comprehensive Defense Strategy

Trial and Trust: Addressing Byzantine Attacks ...

Machine Learning
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librarian
11 views
Assessing the Chemical Intelligence of Large Language Models

Assessing the Chemical Intelligence of Large L...

Machine Learning
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Nicholas Runcie
10 views
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