Machine Learning

Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design

Pharmacophore-Conditioned Diffusion Model for ...

Machine Learning
Avatar
Amira Alakhdar
1 view
PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models

PnPXAI: A Universal XAI Framework Providing Au...

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

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

Machine Learning
Avatar
librarian
1 view
Parallel Scaling Law for Language Models

Parallel Scaling Law for Language Models

Machine Learning
Avatar
librarian
1 view
Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps

Fine-tuning Diffusion Policies with Backpropag...

Machine Learning
Avatar
librarian
1 view
Neural Thermodynamic Laws for Large Language Model Training

Neural Thermodynamic Laws for Large Language M...

Machine Learning
Avatar
librarian
1 view
Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel-Young Losses

Establishing Linear Surrogate Regret Bounds fo...

Machine Learning
Avatar
librarian
1 view
Variational Rank Reduction Autoencoder

Variational Rank Reduction Autoencoder

Machine Learning
Avatar
librarian
1 view
SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures

SAD Neural Networks: Divergent Gradient Flows ...

Machine Learning
Avatar
librarian
1 view
Rhomboid Tiling for Geometric Graph Deep Learning

Rhomboid Tiling for Geometric Graph Deep Learning

Machine Learning
Avatar
librarian
1 view
Adversarial Suffix Filtering: a Defense Pipeline for LLMs

Adversarial Suffix Filtering: a Defense Pipeli...

Machine Learning
Avatar
David Khachaturov
1 view
Preserving Plasticity in Continual Learning with Adaptive Linearity Injection

Preserving Plasticity in Continual Learning wi...

Machine Learning
Avatar
librarian
1 view
Layered Unlearning for Adversarial Relearning

Layered Unlearning for Adversarial Relearning

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

Sensitivity-Constrained Fourier Neural Operato...

Machine Learning
Avatar
librarian
1 view
SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models

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

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

Addressing the Current Challenges of Quantum M...

Machine Learning
Avatar
Junghoon Justin Park
1 view
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation

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

Machine Learning
Avatar
librarian
1 view
A Theoretical Framework for Explaining Reinforcement Learning with Shapley Values

A Theoretical Framework for Explaining Reinfor...

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

Trial and Trust: Addressing Byzantine Attacks ...

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

Assessing the Chemical Intelligence of Large L...

Machine Learning
Avatar
Nicholas Runcie
4 views
Relative Overfitting and Accept-Reject Framework

Relative Overfitting and Accept-Reject Framework

Machine Learning
Avatar
Yunqi Zhang
4 views
Generating Skyline Explanations for Graph Neural Networks

Generating Skyline Explanations for Graph Neur...

Machine Learning
Avatar
Dazhuo Qiu
5 views
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering

MLE-Dojo: Interactive Environments for Empower...

Machine Learning
Avatar
librarian
4 views
Overflow Prevention Enhances Long-Context Recurrent LLMs

Overflow Prevention Enhances Long-Context Recu...

Machine Learning
Avatar
librarian
5 views
Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting

Denoising Diffusion Probabilistic Models for C...

Machine Learning
Avatar
librarian
9 views
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling

ORBIT-2: Scaling Exascale Vision Foundation Mo...

Machine Learning
Avatar
librarian
10 views
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing

DPQ-HD: Post-Training Compression for Ultra-Lo...

Machine Learning
Avatar
librarian
12 views
Performance Estimation in Binary Classification Using Calibrated Confidence

Performance Estimation in Binary Classificatio...

Machine Learning
Avatar
librarian
9 views
RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles

RL-DAUNCE: Reinforcement Learning-Driven Data ...

Machine Learning
Avatar
librarian
11 views
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning

Latte: Transfering LLMs` Latent-level Knowledg...

Machine Learning
Avatar
librarian
9 views
Nearly Optimal Sample Complexity for Learning with Label Proportions

Nearly Optimal Sample Complexity for Learning ...

Machine Learning
Avatar
Claudio Gentile
10 views
Stochastic Variational Propagation: Local, Scalable and Efficient Alternative to Backpropagation

Stochastic Variational Propagation: Local, Sca...

Machine Learning
Avatar
librarian
9 views
Load more