Papers
12094 papers
ICML2025
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
Summary pending...
Differential PrivacyPrivacy AmplificationPrivacy Accounting
ICML2025
Physics-Informed Generative Modeling of Wireless Channels
Summary pending...
sparse Bayesian generative modelingwireless channel modelingphysics-informed
ICML2025
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
Summary pending...
Long contextVideo understandingLLM
ICML2025
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations
Summary pending...
llmleaderboardevaluations
ICML2025
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
Summary pending...
Direct Preference OptimizationLLM's alignment
ICML2025
Differential Coding for Training-Free ANN-to-SNN Conversion
Summary pending...
Spiking Neural NetworksANN-to-SNN CovnersionDifferential Coding
ICML2025
A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering
Summary pending...
Quantum ComputingQAOACorrelation Clustering
ICML2025
Inverse Flow and Consistency Models
Summary pending...
consistency modelsflow matchingdiffusion models
ICML2025
DIME: Diffusion-Based Maximum Entropy Reinforcement Learning
Summary pending...
Reinforcement LearningDiffusion ModelsDiffusion Based Reinforcement Learning
ICML2025
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
Summary pending...
Efficient SamplingProbability TheoryLarge-Scale
ICML2025
Provable Length Generalization in Sequence Prediction via Spectral Filtering
Summary pending...
sequence prediction; length generalization
ICML2025
AutoCATE: End-to-End, Automated Treatment Effect Estimation
Summary pending...
Treatment Effect EstimationCausal InferenceAutoML
ICML2025
Partially Observable Reinforcement Learning with Memory Traces
Summary pending...
Reinforcement learning theoryPartial observabilityMemory
ICML2025
Improved and Oracle-Efficient Online $\ell_1$-Multicalibration
Summary pending...
online multicalibrationonline learningoracle-efficient algorithms
ICML2025
Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment
Summary pending...
Reward modelingactive learningLLM alignment
ICML2025
Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
Summary pending...
Spiking Neural NetworksSNNANN-SNN conversion
ICML2025
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval
Summary pending...
Scene Graph RetrievalUnsupervised Graph AutoencodersVisual Semantic Similarity
ICML2025
How Do Large Language Monkeys Get Their Power (Laws)?
Summary pending...
scaling lawsinference computescaling inference compute