Papers
12094 papers
ICML2025
Dueling Convex Optimization with General Preferences
Summary pending...
convex optimizationdueling feedbackcomparison feedback
ICML2025
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
Summary pending...
tabular datafeature shiftopen environment
ICML2025
MCU: An Evaluation Framework for Open-Ended Game Agents
Summary pending...
benchmarkautomatic evaluationagent
ICML2025
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
Summary pending...
zeroth-order optimizationstochastic convex optimizationparameter-free optimization
ICML2025
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
Summary pending...
Deepfake DetectionLarge Vision-Language ModelsPrompt Tuning
ICML2025
Geometric Algebra Planes: Convex Implicit Neural Volumes
Summary pending...
Volume representationtensor decompositionconvex optimization
ICML2025
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
Summary pending...
Vision Tasks UnderstandingTask-level Zero-shot Generalization
ICML2025
Directed Graph Grammars for Sequence-based Learning
Summary pending...
graph generative modelgraph mininggrammar
ICML2025
MATS: An Audio Language Model under Text-only Supervision
Summary pending...
Large Audio-Language ModelsLarge Language ModelsAudio-Language Contrastive Models
ICML2025
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
Summary pending...
Rotation SymmetryParameter MatchingModel Fusion
ICML2025
A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
Summary pending...
Physics-enhanced Machine LearningState Space ModelLong-term Dynamics Forecasting
ICML2025
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
Summary pending...
federated learningheterogeneous datadiscretization
ICML2025
Highly Compressed Tokenizer Can Generate Without Training
Summary pending...
image tokenizer1D tokenizerautoencoder
ICML2025
ResearchTown: Simulator of Human Research Community
Summary pending...
Multi-agent; Graph Neural Network; Large Language Model; Automatic Research
ICML2025
Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention
Summary pending...
spatiotemporal forecastingtop Kdecision theory
ICML2025
Efficient ANN-SNN Conversion with Error Compensation Learning
Summary pending...
ANN-SNN ConversionDeep Spiking Neural Networkbrain-inspired computing
ICML2025
Pruning for GNNs: Lower Complexity with Comparable Expressiveness
Summary pending...
Graph Neural NetworkPruningExpressiveness
ICML2025
Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures
Summary pending...
maximum coveragelinear sketchesturnstile streams
ICML2025
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
Summary pending...
Dynamic Treatment RegimeMultimodalRisk-aware
ICML2025
FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
Summary pending...
Federated LearningContinual Federated LearningData Heterogeneity