Papers
12094 papers
ICML2025
Provable In-Context Vector Arithmetic via Retrieving Task Concepts
Summary pending...
Task Vector; Residual Transformer; Factual-recall In-Context Learning;
ICML2025
Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search
Summary pending...
Monte-Carlo Tree Search; Continuous Reinforcement Learning Planning
ICML2025
The Disparate Benefits of Deep Ensembles
Summary pending...
Deep EnsemblesDisparate BenefitsPredictive Diversity
ICML2025
DiLQR: Differentiable Iterative Linear Quadratic Regulator via Implicit Differentiation
Summary pending...
iLQR; Differentiable control; Learning based control
ICML2025
Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach
Summary pending...
Geographical Modeling
ICML2025
Exploring Invariance in Images through One-way Wave Equations
Summary pending...
Mathematical invariance in imagesOne-way wave equationAuto-regression
ICML2025
TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference
Summary pending...
Locality Sensitive HashingLarge Language ModelsVerifiable Computing
ICML2025
On the Local Complexity of Linear Regions in Deep ReLU Networks
Summary pending...
Linear RegionsAdversarial RobustnessImplicit Bias
ICML2025
The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
Summary pending...
Test-Time TrainingIn-Context LearningFew-Shot Learning
ICML2025
AdvAgent: Controllable Blackbox Red-teaming on Web Agents
Summary pending...
Web AgentsLarge Language ModelsPrompt Injection Attack
ICML2025
Curvature Enhanced Data Augmentation for Regression
Summary pending...
Manifold learningData augmentationRegression
ICML2025
Local Pan-privacy for Federated Analytics
Summary pending...
Differential PrivacyPan privacy
ICML2025
A Near Linear Query Lower Bound for Submodular Maximization
Summary pending...
Submodular maximizationsublinear algorithm
ICML2025
How Distributed Collaboration Influences the Diffusion Model Training? A Theoretical Perspective
Summary pending...
distributed diffusion modelsgeneration error bound
ICML2025
Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes
Summary pending...
Diffusion ModelMemorizationSharpness Aware
ICML2025
HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning
Summary pending...
Multi-Agent Reinforcement LearningHypergraph ConvolutionDynamic Grouping
ICML2025
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
Summary pending...
Privacy SafeguardBackdoor AttackVision-Language Pretrained Models
ICML2025
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift
Summary pending...
distribution shiftsubpopulation shiftspurious correlation
ICML2025
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
Summary pending...
Autonomous Driving; Multimodal Large Language Models; Multimodal Retrieval-Augmented Generation; Probabilistic Graph Model; Markov Logic Network
ICML2025
Latent Action Learning Requires Supervision in the Presence of Distractors
Summary pending...
latent action learningimitation learninglearning from observations