Papers

12094 papers

ICML2023

Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit

Summary pending...

ICML2023

Momentum Ensures Convergence of SIGNSGD under Weaker Assumptions

Summary pending...

ICML2023

How Does Information Bottleneck Help Deep Learning?

Summary pending...

ICML2023

Geometric Autoencoders - What You See is What You Decode

Summary pending...

ICML2023

Performative Recommendation: Diversifying Content via Strategic Incentives

Summary pending...

ICML2023

Multi-View Masked World Models for Visual Robotic Manipulation

Summary pending...

ICML2023

Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms

Summary pending...

ICML2023

Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?

Summary pending...

ICML2023

A General Representation Learning Framework with Generalization Performance Guarantees

Summary pending...

ICML2023

Understanding and Defending Patched-based Adversarial Attacks for Vision Transformer

Summary pending...

ICML2023

Robust Perception through Equivariance

Summary pending...

ICML2023

Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance

Summary pending...

ICML2023

On the Optimality of Misspecified Kernel Ridge Regression

Summary pending...

ICML2023

Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs

Summary pending...

ICML2023

A Study on Transformer Configuration and Training Objective

Summary pending...

ICML2023

Oscillation-free Quantization for Low-bit Vision Transformers

Summary pending...

ICML2023

Solving High-Dimensional PDEs with Latent Spectral Models

Summary pending...

ICML2023

Composer: Creative and Controllable Image Synthesis with Composable Conditions

Summary pending...

ICML2023

Modeling Dynamic Environments with Scene Graph Memory

Summary pending...

ICML2023

Causal Strategic Classification: A Tale of Two Shifts

Summary pending...