Papers

12094 papers

ICML2024

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Summary pending...

ICML2024

VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees

Summary pending...

ICML2024

Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching

Summary pending...

ICML2024

Conformal prediction for multi-dimensional time series by ellipsoidal sets

Summary pending...

ICML2024

Diffusion Models Encode the Intrinsic Dimension of Data Manifolds

Summary pending...

ICML2024

Boosting Offline Optimizers with Surrogate Sensitivity

Summary pending...

ICML2024

Risk Aware Benchmarking of Large Language Models

Summary pending...

ICML2024

Position: Key Claims in LLM Research Have a Long Tail of Footnotes

Summary pending...

ICML2024

On Convergence of Incremental Gradient for Non-convex Smooth Functions

Summary pending...

ICML2024

Controllable Prompt Tuning For Balancing Group Distributional Robustness

Summary pending...

ICML2024

$f$-Divergence Based Classification: Beyond the Use of Cross-Entropy

Summary pending...

ICML2024

IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics

Summary pending...

ICML2024

Online Isolation Forest

Summary pending...

ICML2024

Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?

Summary pending...

ICML2024

Position: Is machine learning good or bad for the natural sciences?

Summary pending...

ICML2024

Aligned Objective for Soft-Pseudo-Label Generation in Supervised Learning

Summary pending...

ICML2024

Slot Abstractors: Toward Scalable Abstract Visual Reasoning

Summary pending...

ICML2024

PointMC: Multi-instance Point Cloud Registration based on Maximal Cliques

Summary pending...

ICML2024

Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving

Summary pending...

ICML2024

A General Framework for Sequential Decision-Making under Adaptivity Constraints

Summary pending...