Papers

12094 papers

ICML2024

Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models

Summary pending...

ICML2024

Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity

Summary pending...

ICML2024

Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach

Summary pending...

ICML2024

Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations

Summary pending...

ICML2024

Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis

Summary pending...

ICML2024

Position: A Call for Embodied AI

Summary pending...

ICML2024

Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective

Summary pending...

ICML2024

Federated Neuro-Symbolic Learning

Summary pending...

ICML2024

Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts

Summary pending...

ICML2024

Averaging $n$-step Returns Reduces Variance in Reinforcement Learning

Summary pending...

ICML2024

Differentiable Combinatorial Scheduling at Scale

Summary pending...

ICML2024

Confidence Aware Inverse Constrained Reinforcement Learning

Summary pending...

ICML2024

On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box

Summary pending...

ICML2024

Differentiability and Optimization of Multiparameter Persistent Homology

Summary pending...

ICML2024

Perturb-and-Project: Differentially Private Similarities and Marginals

Summary pending...

ICML2024

Why do Variational Autoencoders Really Promote Disentanglement?

Summary pending...

ICML2024

Decoding-time Realignment of Language Models

Summary pending...

ICML2024

Two Tales of Single-Phase Contrastive Hebbian Learning

Summary pending...

ICML2024

Compute Better Spent: Replacing Dense Layers with Structured Matrices

Summary pending...

ICML2024

Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems

Summary pending...