Papers
12094 papers
ICML2025
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models
Summary pending...
Diffusion modelAdversarial attack
ICML2025
Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data
Summary pending...
robustsubsetsampling
ICML2025
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
Summary pending...
image segmentationaugmentationrobustness
ICML2025
From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms
Summary pending...
post-deployment auditing and evaluationfairnesssequential hypothesis testing
ICML2025
Reward-Guided Prompt Evolving in Reinforcement Learning for LLMs
Summary pending...
large language models
ICML2025
RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation
Summary pending...
3D Molecular Graphs3D Graph ExplanationRadius of Influence
ICML2025
Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation
Summary pending...
Symbolic Music GenerationGuided Diffusion ModelsControllable Generation
ICML2025
MixMin: Finding Data Mixtures via Convex Minimization
Summary pending...
Data MixingBi-Level optimizationConvex Surrogates
ICML2025
PIPA: Preference Alignment as Prior-Informed Statistical Estimation
Summary pending...
Preference alignmentPriorProbabilistic estimation
ICML2025
Mixed-curvature decision trees and random forests
Summary pending...
representation learningnon-euclidean geometrydecision trees
ICML2025
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Summary pending...
BenchmarkGenAIAgents
ICML2025
Differentially Private Space-Efficient Algorithms for Counting Distinct Elements in the Turnstile Model
Summary pending...
differential privacycounting distinct elementsstreaming data
ICML2025
Bridging Protein Sequences and Microscopy Images with Unified Diffusion Models
Summary pending...
AI for biologyImage generationDiffusion model
ICML2025
SafeMap: Robust HD Map Construction from Incomplete Observations
Summary pending...
Autonomous Driving；HD Map Construction；Incomplete Observations；
ICML2025
Fast Exact Unlearning for In-Context Learning Data for LLMs
Summary pending...
Exact UnlearningLarge Language ModelsIn-Context Learning
ICML2025
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
Summary pending...
large language modelsreasoningagent
ICML2025
Inverse Optimization via Learning Feasible Regions
Summary pending...
Inverse OptimizationNon-convex OptimizationData-driven Optimization
ICML2025
Training Diffusion-based Generative Models with Limited Data
Summary pending...
Diffusion models; Limited Data; LD-Diffusion
ICML2025
Exploiting Curvature in Online Convex Optimization with Delayed Feedback
Summary pending...
online learningdelayed feedbackcurved losses
ICML2025
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
Summary pending...
Machine LearningReinforcement LearningFairness