Papers
12094 papers
ICML2025
Temporal Difference Flows
Summary pending...
Reinforcement LearningGeometric Horizon ModelGamma-Model
ICML2025
DriveGPT: Scaling Autoregressive Behavior Models for Driving
Summary pending...
Autonomous DrivingFoundation ModelsBehavior Modeling
ICML2025
Softmax is not Enough (for Sharp Size Generalisation)
Summary pending...
softmaxsize generalisationattention
ICML2025
Preference Learning for AI Alignment: a Causal Perspective
Summary pending...
Preference learningalignmentreward modelling
ICML2025
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression
Summary pending...
sparsity2:4 sparsityquantization
ICML2025
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
Summary pending...
Image synthesis and generation
ICML2025
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
Summary pending...
VLMAdversarial ExamplesInfectious Attack
ICML2025
Towards Better-than-2 Approximation for Constrained Correlation Clustering
Summary pending...
ClusteringConstrained Correlation ClusteringApproximation
ICML2025
Overtrained Language Models Are Harder to Fine-Tune
Summary pending...
pretrainingfinetuningcatastrophic forgetting
ICML2025
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
Summary pending...
Anomaly DetectionMultimodal NetworkAutonomous Driving
ICML2025
Dimension-Independent Rates for Structured Neural Density Estimation
Summary pending...
density estimationimage processingMarkov random field
ICML2025
Conditioning Diffusions Using Malliavin Calculus
Summary pending...
BridgesOptimal controlstochastic differential equations
ICML2025
Minerva: A Programmable Memory Test Benchmark for Language Models
Summary pending...
LLM evaluationLLM capabilitycontext utilization
ICML2025
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models
Summary pending...
biological chemistrybiomedical AIcomputational biology
ICML2025
Learning Gaussian DAG Models without Condition Number Bounds
Summary pending...
Bayesian networkgraphical modelGaussian DAG models
ICML2025
Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
Summary pending...
Diffusion modelsPhysicsFluid Dynamics
ICML2025
Large Language Models are Demonstration Pre-Selectors for Themselves
Summary pending...
Large Language ModelDemonstration Pre-SelectionIn-Context Learning
ICML2025
Avoiding spurious sharpness minimization broadens applicability of SAM
Summary pending...
Sharpness Aware MinimizationSAMHessian
ICML2025
Mastering Board Games by External and Internal Planning with Language Models
Summary pending...
searchplanninglanguage models
ICML2025
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration
Summary pending...
Mixture-of-ExpertsLarge Language ModelsVirtualization