Papers

12094 papers

ICML2024

UniAudio: Towards Universal Audio Generation with Large Language Models

Summary pending...

ICML2024

Sequential Disentanglement by Extracting Static Information From A Single Sequence Element

Summary pending...

ICML2024

Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees

Summary pending...

ICML2024

Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods

Summary pending...

ICML2024

Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches

Summary pending...

ICML2024

No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths

Summary pending...

ICML2024

Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models

Summary pending...

ICML2024

Bayesian Design Principles for Offline-to-Online Reinforcement Learning

Summary pending...

ICML2024

PID: Prompt-Independent Data Protection Against Latent Diffusion Models

Summary pending...

ICML2024

On a Combinatorial Problem Arising in Machine Teaching

Summary pending...

ICML2024

Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View

Summary pending...

ICML2024

Challenges and Considerations in the Evaluation of Bayesian Causal Discovery

Summary pending...

ICML2024

Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs

Summary pending...

ICML2024

More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms

Summary pending...

ICML2024

Transitional Uncertainty with Layered Intermediate Predictions

Summary pending...

ICML2024

Balancing Similarity and Complementarity for Federated Learning

Summary pending...

ICML2024

Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms

Summary pending...

ICML2024

TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors

Summary pending...

ICML2024

Offline Actor-Critic Reinforcement Learning Scales to Large Models

Summary pending...

ICML2024

Adaptive Robust Learning using Latent Bernoulli Variables

Summary pending...