Papers
12094 papers
ICML2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
Summary pending...
Multimodal Continual Instruction TuningMultimodal Large Language ModelContinual Learning
ICML2025
Bayesian Inference for Correlated Human Experts and Classifiers
Summary pending...
human-aiconsensusbayesian
ICML2025
When can in-context learning generalize out of task distribution?
Summary pending...
In-context learningGeneralizationOOD
ICML2025
Settling the Maximin Share Fairness for Scheduling among Groups of Machines
Summary pending...
Fair divisionMaximin shareJob scheduling
ICML2025
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
Summary pending...
Computational Biology
ICML2025
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models
Summary pending...
Large language modelssupervised fine-tuningdata mixing
ICML2025
Monte Carlo Tree Diffusion for System 2 Planning
Summary pending...
DiffusionMCTSLong-term Planning
ICML2025
Statistical Test for Feature Selection Pipelines by Selective Inference
Summary pending...
Data Analysis PipelineAutoMLStatistical Test
ICML2025
Understanding the Kronecker Matrix-Vector Complexity of Linear Algebra
Summary pending...
TensorsKronecker measurementsSketching
ICML2025
Computing Voting Rules with Improvement Feedback
Summary pending...
Preference AggregationIncomplete PreferencesImprovement Feedback
ICML2025
RAGGED: Towards Informed Design of Scalable and Stable RAG Systems
Summary pending...
Retrieval-Augmented GenerationRAGEvaluation
ICML2025
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
Summary pending...
audiosoundlarge audio-language model
ICML2025
Instruction-Following Pruning for Large Language Models
Summary pending...
Large language modelmodel pruningcontextual sparsity
ICML2025
Tensor Product Neural Networks for Functional ANOVA Model
Summary pending...
InterpretabilityTrustworthy AIFunctional ANOVA model
ICML2025
Auditing Prompt Caching in Language Model APIs
Summary pending...
auditprompt cachingprivacy
ICML2025
Calibrating Video Watch-time Predictions with Credible Prototype Alignment
Summary pending...
Prototype learningoptimal transportrecommendation
ICML2025
MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters
Summary pending...
Continual optimizationmeta-parameter optimization
ICML2025
Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
Summary pending...
Scientific Machine Learning; Large-scale simulation; Partial Differential Equations (PDEs); Numerical Analysis; Tensor decomposition
ICML2025
NestQuant: nested lattice quantization for matrix products and LLMs
Summary pending...
large language modelsquantization