Papers
12094 papers
ICML2024
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
Summary pending...
ICML2024
Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning
Summary pending...
ICML2024
A Probabilistic Approach to Learning the Degree of Equivariance in Steerable CNNs
Summary pending...
ICML2024
Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them?
Summary pending...
ICML2024
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
Summary pending...
ICML2024
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Summary pending...
ICML2024
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
Summary pending...
ICML2024
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
Summary pending...
ICML2024
Position: Enforced Amnesia as a Way to Mitigate the Potential Risk of Silent Suffering in the Conscious AI
Summary pending...
ICML2024
Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation
Summary pending...