Papers
12094 papers
ICML2025
Learning Mean Field Control on Sparse Graphs
Summary pending...
Mean Field ControlLarge GraphsSparse Networks
ICML2025
ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning
Summary pending...
VLA ModelReinforcement LearningRobotic Manipulation
ICML2025
Test-Time Multimodal Backdoor Detection by Contrastive Prompting
Summary pending...
Multimodal contrastive learningtest-time backdoor detection
ICML2025
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder
Summary pending...
Zero-shot learning; transfer learning
ICML2025
Action-Constrained Imitation Learning
Summary pending...
Imitation Learning; Action Constraints
ICML2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift
Summary pending...
Machine learning on tabular dataTemporal shiftDeep tabular learning
ICML2025
Online Pre-Training for Offline-to-Online Reinforcement Learning
Summary pending...
Reinforcement LearningOffline-to-Online Reinforcement LearningOnline Pre-Training
ICML2025
REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective
Summary pending...
Adversarial attacksgenerative modelslarge language models
ICML2025
Autoformulation of Mathematical Optimization Models Using LLMs
Summary pending...
Large Language Modelsoptimization modelingautoformulation
ICML2025
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
Summary pending...
Tabular dataMachine learningTabular foundation model
ICML2025
Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective
Summary pending...
Few-shot learningTraining-freeMAML
ICML2025
ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning
Summary pending...
reinforcement learningmulti-task reinforcement learningreward scaling
ICML2025
Robust Multi-Agent Reinforcement Learning with Stochastic Adversary
Summary pending...
Multi-Agent Reinforcement LearningAdversarial TrainingStochastic Adversary
ICML2025
Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling
Summary pending...
Knowledge DistillationCross-TokenizerVocabulary-agnostic Pretraining
ICML2025
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models
Summary pending...
LLM AlignmentStatistical ConsistencyDensity Ratio Estimation
ICML2025
Closed-form Solutions: A New Perspective on Solving Differential Equations
Summary pending...
Reinforcement learningClosed-form solutionDifferential equations
ICML2025
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale
Summary pending...
Large Language ModelsPre-trainingData Refinement
ICML2025
Enhancing Visual Localization with Cross-Domain Image Generation
Summary pending...
Cross-Domain Visual Localization; Image Generation; 3D Gaussian Splatting; Image Editing
ICML2025
Optimal transport-based conformal prediction
Summary pending...
conformal predictionoptimal transportgeneralized quantiles
ICML2025
Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs
Summary pending...
Hyper-Relational Knowledge GraphKnowledge Graph Representation LearningKnowledge Graph Completion