Papers
12094 papers
ICML2025
Towards Understanding Catastrophic Forgetting in Two-layer Convolutional Neural Networks
Summary pending...
Representation Learning
ICML2025
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
Summary pending...
MemorizationTabular DataDiffusion Models
ICML2025
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
Summary pending...
Diffusion ModelConcept ErasingImage Generation
ICML2025
Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters
Summary pending...
Continual learningFeature learning theoryReplay method
ICML2025
Controllable Data Generation with Hierarchical Neural Representations
Summary pending...
implicit neural representationsdiffusion model
ICML2025
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
Summary pending...
vehicle routing problemlearning to optimize
ICML2025
Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model
Summary pending...
Stochastic Block ModelClusteringCommunity Detection
ICML2025
SafeArena: Evaluating the Safety of Autonomous Web Agents
Summary pending...
Agent SafetyWeb AgentsLLM Alignment
ICML2025
Optimizing Temperature for Language Models with Multi-Sample Inference
Summary pending...
Large Language ModelsInference Time Compute
ICML2025
Do Multiple Instance Learning Models Transfer?
Summary pending...
Multiple Instance LearningTransfer LearningFinetuning
ICML2025
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
Summary pending...
Automated Machine LearningMulti-Agent FrameworkLarge Language Models
ICML2025
Learning Optimal Multimodal Information Bottleneck Representations
Summary pending...
Multimodal Learning; Information Bottleneck
ICML2025
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
Summary pending...
Federated LearningParameter-Efficient Fine-TuningVision-Language Model
ICML2025
Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
Summary pending...
model initializationLearngenehypernetwork
ICML2025
Linear Bandits with Partially Observable Features
Summary pending...
Linear BanditsPartially Observable FeaturesDoubly Robust
ICML2025
CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning
Summary pending...
Federated LearningContinual Learning
ICML2025
Contextual Online Decision Making with Infinite-Dimensional Functional Regression
Summary pending...
Infinite-Dimensional Functional RegressionContextual Decision-MakingOnline learning
ICML2025
From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models
Summary pending...
Multimodal Large Language Models (MLLMs)Theory of Mind (ToM)Interpretability
ICML2025
An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning
Summary pending...
Dynamical systemsFunction learningNovel computing paradigms
ICML2025
Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization
Summary pending...
Large-Scale Fine-Grained Image RetrievalLearning-to-HashAttribute-Aware