Papers
12094 papers
ICML2025
Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games
Summary pending...
Stochastic OptimizationNash EquilibriumNormal-Form Games
ICML2025
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
Summary pending...
neural decodingspeech decodingneuroscience
ICML2025
Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation
Summary pending...
helpfulness votingquestion answersposition bias
ICML2025
GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning
Summary pending...
multi agent reinforcement learning; parameter sharing; gradient conflict
ICML2025
Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
Summary pending...
Post-Training QuatnizationMulti-target Domain AdaptationModel Merging
ICML2025
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
Summary pending...
Brownian Identity DiffusionFace RecognitionLatent Space
ICML2025
SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
Summary pending...
Graph Representation LearningGraph Diffusion ModelDiffusion Probabilistic Models
ICML2025
Causal Discovery from Conditionally Stationary Time Series
Summary pending...
causal discoverygraph neural networktime series
ICML2025
FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation
Summary pending...
Algorithmic fairnessEqualized oddsAdversarial learning
ICML2025
Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time
Summary pending...
Diffusion ModelMachine UnlearningAdversarial Robustness
ICML2025
Craftium: Bridging Flexibility and Efficiency for Rich 3D Single- and Multi-Agent Environments
Summary pending...
environmentreinforcement learningagent
ICML2025
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
Summary pending...
PDEDomain adaptationIn-Context Learning
ICML2025
Rapid Overfitting of Multi-Pass SGD in Stochastic Convex Optimization
Summary pending...
Stochastic convex optimizationSGDmulti-pass SGD
ICML2025
Loss Functions and Operators Generated by f-Divergences
Summary pending...
loss functionsf-divergencesentropies
ICML2025
Learnware Specification via Dual Alignment
Summary pending...
Learnware paradigmlearnware specificationmodel reuse
ICML2025
Compositional Condition Question Answering in Tabular Understanding
Summary pending...
Multimodal Large Language Models; Tabular Understanding; Tabular Question Answering
ICML2025
The Power of Random Features and the Limits of Distribution-Free Gradient Descent
Summary pending...
gradient descentdistribution-freerandom features
ICML2025
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
Summary pending...
Extreme ClassificationXCXML
ICML2025
Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
Summary pending...
Object poseOrientation
ICML2025
How Far Is Video Generation from World Model: A Physical Law Perspective
Summary pending...
video generationdiffusion modelworld model