Papers
12094 papers
ICML2025
Decoupled SGDA for Games with Intermittent Strategy Communication
Summary pending...
minimax gamesDistributed Optimization
ICML2025
High-Fidelity Simultaneous Speech-To-Speech Translation
Summary pending...
audio language modelsspeech translationmultimodal language models
ICML2025
BackSlash: Rate Constrained Optimized Training of Large Language Models
Summary pending...
Model CompressionRate-Distortion OptimizationEntropy Encoding
ICML2025
Variational Learning of Fractional Posteriors
Summary pending...
Variational InferenceFractional Posterior
ICML2025
Noisy SIGNSGD Is More Differentially Private Than You (Might) Think
Summary pending...
differential privacysign-based compressor
ICML2025
Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models
Summary pending...
transfer learningprompt learningvision-language model
ICML2025
Extreme Value Policy Optimization for Safe Reinforcement Learning
Summary pending...
constrained RLextreme value theoryconstraint satisfaction
ICML2025
PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data
Summary pending...
backdoor attackdata poisoningpreference learning
ICML2025
A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization
Summary pending...
attentionself-attentiondeep learning
ICML2025
Feature Shift Localization Network
Summary pending...
feature shift localizationshift detectionshift
ICML2025
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models
Summary pending...
OODrepresentation learningbenchmark
ICML2025
Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble
Summary pending...
mean-field neural networkmean-field Langevin dynamicspropagation of chaos
ICML2025
Optimal Auction Design in the Joint Advertising
Summary pending...
Joint AdvertisementAuction DesignBundleNet
ICML2025
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
Summary pending...
Data mixtureLLMsleverage score
ICML2025
Pixel-level Certified Explanations via Randomized Smoothing
Summary pending...
explainability robustnessrobustness certificationexplainability
ICML2025
Robust Multimodal Large Language Models Against Modality Conflict
Summary pending...
Multimodal Large Language ModelsModality ConflictHallucinations
ICML2025
Can Large Language Models Understand Intermediate Representations in Compilers?
Summary pending...
Large Language Models (LLMs)Intermediate Representations (IRs)Code Comprehension
ICML2025
On the Duality between Gradient Transformations and Adapters
Summary pending...
memoryefficienttraining
ICML2025
Scalable Approximation Algorithms for $p$-Wasserstein Distance and Its Variants
Summary pending...
p-Wasserstein DistanceOptimal TransportApproximation Algorithms
ICML2025
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
Summary pending...
information-theoretic boundsfairnessgeneralization error bounds