Papers
12094 papers
ICML2025
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
Summary pending...
Online Conformal PredictionSemi-bandit Feedback
ICML2025
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
Summary pending...
Graph Neural NetworkFoundation ModelTransferability
ICML2025
Reflection-Window Decoding: Text Generation with Selective Refinement
Summary pending...
Autogressive DecodingText GenerationReflection Window
ICML2025
Robust Conformal Outlier Detection under Contaminated Reference Data
Summary pending...
Conformal PredictionHypothesis TestingOut-of-Distribution Detection
ICML2025
LGDM: Latent Guidance in Diffusion Models for Perceptual Evaluations
Summary pending...
Perceptual QualityLatent Diffusion ModelsTraining-free
ICML2025
Demystifying Long Chain-of-Thought Reasoning
Summary pending...
Reinforcement LearningReasoningMath
ICML2025
Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
Summary pending...
Cardiovascular DiagnosticsECG-Text Multi-modal Representation LearningContrastive Masked Auto-Encoders
ICML2025
Near-Optimal Decision Trees in a SPLIT Second
Summary pending...
Decision Tree OptimizationInterpretable Machine LearningDiscrete Optimization
ICML2025
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
Summary pending...
clipsynthetic datamultimodal learning
ICML2025
Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem
Summary pending...
neural ODEdynamical systembifurcation
ICML2025
Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping
Summary pending...
Language ModelInferenceDistributed Inference
ICML2025
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop
Summary pending...
video generation modelsintuitive physicsworld model
ICML2025
Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
Summary pending...
Web agentsLLM AgentsAutonomous skill discovery
ICML2025
On Temperature Scaling and Conformal Prediction of Deep Classifiers
Summary pending...
classificationtemperature scalingconformal prediction
ICML2025
Multivariate Conformal Selection
Summary pending...
Uncertainty QuantificationMachine LearningModel-free Selective Inference
ICML2025
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
Summary pending...
time seriesforecastingfoundation models
ICML2025
Exploring Representations and Interventions in Time Series Foundation Models
Summary pending...
Time Series Foundation ModelsModel SteeringInterpretability
ICML2025
Learning Vision and Language Concepts for Controllable Image Generation
Summary pending...
Concept; Identifiability; Controllable text-to-image
ICML2025
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
Summary pending...
unlearnable examplesunlearnable datasetsmulti-task learning
ICML2025
Finite-Time Convergence Rates in Stochastic Stackelberg Games with Smooth Algorithmic Agents
Summary pending...
Stackelberg gamestochastic optimizationlearning and games