Papers
12094 papers
ICML2025
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
Summary pending...
Spatial transcriptomicshistology images
ICML2025
MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving
Summary pending...
LLM reasoningmath QALean4
ICML2025
Non-Asymptotic Length Generalization
Summary pending...
Large Language ModelLength GeneralizationMachine Learning Theory
ICML2025
Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan
Summary pending...
Optimal TransportSpurious solutionSemi-dual formulation
ICML2025
Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models
Summary pending...
task-irrelevant privacyinterpretabilitymulti-modal large language model
ICML2025
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization
Summary pending...
Bayesian OptimizationReinforcement LearningHigh-dimensional Optimization
ICML2025
Pareto-frontier Entropy Search with Variational Lower Bound Maximization
Summary pending...
Bayesian optimizationMulti-objective optimizationMutual information
ICML2025
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
Summary pending...
PDEspredictionhypernetwork
ICML2025
Deep Unsupervised Hashing via External Guidance
Summary pending...
Deep Unsupervised HashingExternal GuidanceContrastive Learning
ICML2025
Zero Shot Generalization of Vision-Based RL Without Data Augmentation
Summary pending...
representation learningreinforcement learningdisentangled representation learning
ICML2025
QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
Summary pending...
Quantum Error MitigationDataset BenchmarkGraph Learning
ICML2025
Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation
Summary pending...
large language modelreasoningsearch
ICML2025
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
Summary pending...
graph neural networksoversmoothingdynamical systems
ICML2025
Rethink GraphODE Generalization within Coupled Dynamical System
Summary pending...
Graph Machine LearningGraphODEDynamical System
ICML2025
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
Summary pending...
Time SeriesLarge Language ModelReinforcement Learning
ICML2025
EgoPrivacy: What Your First-Person Camera Says About You?
Summary pending...
egocentric visionprivacyretrieval
ICML2025
POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization
Summary pending...
LLM safetyLLM usefulnessOverrefusal in LLMs
ICML2025
Random Policy Evaluation Uncovers Policies of Generative Flow Networks
Summary pending...
Generative Flow Network (GFlowNets)Policy Evaluation
ICML2025
Improving Flow Matching by Aligning Flow Divergence
Summary pending...
Flow MatchingDivergence MatchingTotal Variation Bound
ICML2025
Active Learning with Selective Time-Step Acquisition for PDEs
Summary pending...
Active learningPartial Differential Equation (PDE)