Papers
12094 papers
ICML2025
Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities
Summary pending...
multi-task learningupcyclingdiffusion models
ICML2025
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
Summary pending...
Multimodal Reward ModelGeneralizationSpurious Correlations
ICML2025
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
Summary pending...
Federated LearningDifferential PrivacyUtility-Privacy Trade-off
ICML2025
Online Sparsification of Bipartite-Like Clusters in Graphs
Summary pending...
bipartite-like componentssparsificationonline algorithms
ICML2025
Metadata Conditioning Accelerates Language Model Pre-training
Summary pending...
language modelspre-trainingmetadata conditioning
ICML2025
Aligning Multimodal Representations through an Information Bottleneck
Summary pending...
multimodal representation learningrepresentational alignmentmodality gap
ICML2025
From Logits to Hierarchies: Hierarchical Clustering made Simple
Summary pending...
Hierarchical ClusteringClusteringInterpretability
ICML2025
System-Aware Unlearning Algorithms: Use Lesser, Forget Faster
Summary pending...
machine unlearningsample compressionselective sampling
ICML2025
Volume Optimality in Conformal Prediction with Structured Prediction Sets
Summary pending...
Conformal PredictionVolume OptimalityStructured Prediction Sets
ICML2025
Iterative Vectors: In-Context Gradient Steering without Backpropagation
Summary pending...
In-Context LearningActivation SteeringBackpropagation-Free
ICML2025
Stochastic Encodings for Active Feature Acquisition
Summary pending...
Active Feature AcquisitionDynamic Feature Selection
ICML2025
On the Power of Context-Enhanced Learning in LLMs
Summary pending...
In-Context LearningSample EfficiencyKnowledge Internalization
ICML2025
Differential Coding for Training-Free ANN-to-SNN Conversion
Summary pending...
Spiking Neural NetworksANN-to-SNN CovnersionDifferential Coding
ICML2025
Learning Robust Neural Processes with Risk-Averse Stochastic Optimization
Summary pending...
neural processrobust learning
ICML2025
A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering
Summary pending...
Quantum ComputingQAOACorrelation Clustering
ICML2025
Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
Summary pending...
Offline reinforcement learningModel-based planningBayesian inference
ICML2025
PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction
Summary pending...
benchmarksingle-cell biologyperturbation effect prediction
ICML2025
Inverse Flow and Consistency Models
Summary pending...
consistency modelsflow matchingdiffusion models