Papers

12094 papers

ICML2024

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI

Summary pending...

ICML2024

TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks

Summary pending...

ICML2024

Position: The Reasonable Person Standard for AI

Summary pending...

ICML2024

Coresets for Multiple $\ell_p$ Regression

Summary pending...

ICML2024

Fair Resource Allocation in Multi-Task Learning

Summary pending...

ICML2024

Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution

Summary pending...

ICML2024

LLaGA: Large Language and Graph Assistant

Summary pending...

ICML2024

Low-Cost High-Power Membership Inference Attacks

Summary pending...

ICML2024

PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses

Summary pending...

ICML2024

Learning Latent Space Hierarchical EBM Diffusion Models

Summary pending...

ICML2024

Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs

Summary pending...

ICML2024

Making Old Things New: A Unified Algorithm for Differentially Private Clustering

Summary pending...

ICML2024

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Summary pending...

ICML2024

FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering

Summary pending...

ICML2024

A Theory of Fault-Tolerant Learning

Summary pending...

ICML2024

Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning

Summary pending...

ICML2024

Limited Preference Aided Imitation Learning from Imperfect Demonstrations

Summary pending...

ICML2024

Best of Both Worlds Guarantees for Smoothed Online Quadratic Optimization

Summary pending...

ICML2024

Statistical Test for Attention Maps in Vision Transformers

Summary pending...

ICML2024

Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery

Summary pending...