Papers
12094 papers
ICML2025
Learning Likelihood-Free Reference Priors
Summary pending...
simulation-based inferenceobjective Bayesreference priors
ICML2025
Understanding Complexity in VideoQA via Visual Program Generation
Summary pending...
videoqacomplexitycodegen
ICML2025
Stream-level Flow Matching with Gaussian Processes
Summary pending...
Generative ModelNormalizing FlowsFlow Matching
ICML2025
Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization
Summary pending...
Differential privacynonconvex optimizationnonsmooth optimization
ICML2025
SPD: Sync-Point Drop for Efficient Tensor Parallelism of Large Language Models
Summary pending...
sync point droptensor parallelismdistributed inference
ICML2025
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
Summary pending...
Drag-based editingImage editingDiffusion model
ICML2025
Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective
Summary pending...
GNNsInterpretabilitySelf-Explainable models
ICML2025
Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs
Summary pending...
Mathematical ReasoningLarge Language Models
ICML2025
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
Summary pending...
Agentprocess reward model
ICML2025
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
Summary pending...
Large Language ModelsDiscriminative LikelihoodSupervised Finetuning
ICML2025
Does learning the right latent variables necessarily improve in-context learning?
Summary pending...
in-context learningtransformersattention
ICML2025
Sparse-pivot: Dynamic correlation clustering for node insertions
Summary pending...
correlation clusteringdynamicnode insertions
ICML2025
Minimax Optimal Regret Bound for Reinforcement Learning with Trajectory Feedback
Summary pending...
reinforcement learningonline learningtrajectory feedback
ICML2025
Star Attention: Efficient LLM Inference over Long Sequences
Summary pending...
Large Language ModelsTransformersAttention Mechanisms
ICML2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
Summary pending...
Transfer LearningActive LearningMatrix Completion
ICML2025
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints
Summary pending...
transfer learningBayesian model selectionefficient fine-tuning
ICML2025
On the Importance of Gaussianizing Representations
Summary pending...
mutual information gamegaussianizationpower transform
ICML2025
Wait-Less Offline Tuning and Re-solving for Online Decision Making
Summary pending...
Online Linear ProgrammingSequential Decision MakingResource Allocation
ICML2025
Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift
Summary pending...
LLMfine-tuningDPO
ICML2025
Integer Programming for Generalized Causal Bootstrap Designs
Summary pending...
design uncertaintycausal bootstrapinteger programming