Papers
12094 papers
ICML2025
Optimizing Noise Distributions for Differential Privacy
Summary pending...
Differential PrivacyRenyi Differential PrivacyOptimization
ICML2025
The Double-Ellipsoid Geometry of CLIP
Summary pending...
CLIP embeddingmodality gapnarrow cone effect
ICML2025
Understanding Complexity in VideoQA via Visual Program Generation
Summary pending...
videoqacomplexitycodegen
ICML2025
Learning Likelihood-Free Reference Priors
Summary pending...
simulation-based inferenceobjective Bayesreference priors
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