Papers

12094 papers

ICML2024

Enabling Uncertainty Estimation in Iterative Neural Networks

Summary pending...

ICML2024

Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning

Summary pending...

ICML2024

Token-level Direct Preference Optimization

Summary pending...

ICML2024

Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data

Summary pending...

ICML2024

RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models

Summary pending...

ICML2024

Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression

Summary pending...

ICML2024

Smooth Tchebycheff Scalarization for Multi-Objective Optimization

Summary pending...

ICML2024

The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling

Summary pending...

ICML2024

tinyBenchmarks: evaluating LLMs with fewer examples

Summary pending...

ICML2024

Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models

Summary pending...

ICML2024

Understanding Finetuning for Factual Knowledge Extraction

Summary pending...

ICML2024

Latent Logic Tree Extraction for Event Sequence Explanation from LLMs

Summary pending...

ICML2024

Iterative Search Attribution for Deep Neural Networks

Summary pending...

ICML2024

Exploiting Human-AI Dependence for Learning to Defer

Summary pending...

ICML2024

DUPLEX: Dual GAT for Complex Embedding of Directed Graphs

Summary pending...

ICML2024

Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams

Summary pending...

ICML2024

Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport

Summary pending...

ICML2024

Decomposing and Editing Predictions by Modeling Model Computation

Summary pending...

ICML2024

Allocation Requires Prediction Only if Inequality Is Low

Summary pending...

ICML2024

Weisfeiler-Leman at the margin: When more expressivity matters

Summary pending...