Papers
12094 papers
ICML2025
Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data
Summary pending...
test-time adaptationmulti-modal learning
ICML2025
Learning Soft Sparse Shapes for Efficient Time-Series Classification
Summary pending...
deep learningtime series classificationshapelets
ICML2025
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization
Summary pending...
decentralized optimizationdistributed optimization
ICML2025
DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models
Summary pending...
Online MatchingDiffusion ModelReinforcement Learning
ICML2025
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
Summary pending...
Confidence intervalsBayesian methodsheavy-tailed priors
ICML2025
Best of Both Worlds: Regret Minimization versus Minimax Play
Summary pending...
online learninggame theoryregret minimization
ICML2025
A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
Summary pending...
structural causal modelcausal reasoningGPT
ICML2025
Differential Privacy Under Class Imbalance: Methods and Empirical Insights
Summary pending...
differential privacyimbalanced learningsynthetic data
ICML2025
Density Ratio Estimation with Conditional Probability Paths
Summary pending...
score matchingdensity ratio estimationprobability paths
ICML2025
ADDQ: Adaptive distributional double Q-learning
Summary pending...
Reinforcement learningQ-learningoverestimation bias
ICML2025
Online Differentially Private Conformal Prediction for Uncertainty Quantification
Summary pending...
Conformal PredictionDifferential PrivacyOnline Learning
ICML2025
On the Diversity of Adversarial Ensemble Learning
Summary pending...
Adversarial learningEnsemble learningDiversity
ICML2025
Q-Supervised Contrastive Representation: A State Decoupling Framework for Safe Offline Reinforcement Learning
Summary pending...
Safe Reinforcement LearningOffline Reinforcement LearningRepresentation Learning
ICML2025
CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale
Summary pending...
Code GenerationLarge Language ModelsKnowledge Updating
ICML2025
Balanced Learning for Domain Adaptive Semantic Segmentation
Summary pending...
Semantic segmentationUnsupervised domain adaptation
ICML2025
Tensor Decomposition Based Memory-Efficient Incremental Learning
Summary pending...
Class Incremental Learning; Continual Learning
ICML2025
Multi-Session Budget Optimization for Forward Auction-based Federated Learning
Summary pending...
Auction-based Federated Learningbidding strategy
ICML2025
Human-Aligned Image Models Improve Visual Decoding from the Brain
Summary pending...
Visual DecodingBrain-Computer InterfaceEEG
ICML2025
Scalable Private Partition Selection via Adaptive Weighting
Summary pending...
differential privacyprivate partition selectionprivate set union