Papers
12094 papers
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
Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model
Summary pending...
Spiking Neural Networks; Small Language Models; Energy Efficiency
ICML2025
Equivariant Neural Tangent Kernels
Summary pending...
neural tangent kernelequivariant neural networksgeometric deep learning
ICML2025
Survival Analysis via Density Estimation
Summary pending...
survival analysistime-to-event analysiscompeting risks
ICML2025
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
Summary pending...
Large Language Models (LLMs)PretrainingCheckpoint Merging
ICML2025
Otter: Generating Tests from Issues to Validate SWE Patches
Summary pending...
LLMsSWE PatchesReproduction Tests
ICML2025
Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
Summary pending...
parameterized complexityNP-hard problembinary decision diagrams
ICML2025
Tool Unlearning for Tool-Augmented LLMs
Summary pending...
Tool-Augmented LLMMachine Unlearning
ICML2025
Dataflow-Guided Neuro-Symbolic Language Models for Type Inference
Summary pending...
type inferenceneuro-symboliclanguage models
ICML2025
Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization
Summary pending...
embedded Wasserstein distanceGromov-Wasserstein distanceoptimal transport
ICML2025
Transfer Q-Learning with Composite MDP Structures
Summary pending...
Transfer learningQ learningUCB Algorithms
ICML2025
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
Summary pending...
Deep LearningComputer VisionCompression
ICML2025
Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints
Summary pending...
CMDPsOnline Learning
ICML2025
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization
Summary pending...
Reinforcement LearningRobust Markov Decision Process