Papers
12094 papers
ICML2024
Simple linear attention language models balance the recall-throughput tradeoff
Summary pending...
ICML2024
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
Summary pending...
ICML2024
Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance
Summary pending...
ICML2024
Causal Representation Learning from Multiple Distributions: A General Setting
Summary pending...
ICML2024
LangCell: Language-Cell Pre-training for Cell Identity Understanding
Summary pending...
ICML2024
Position: Open-Endedness is Essential for Artificial Superhuman Intelligence
Summary pending...
ICML2024
Don't be so Negative! Score-based Generative Modeling with Oracle-assisted Guidance
Summary pending...
ICML2024
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
Summary pending...
ICML2024
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
Summary pending...
ICML2024
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training
Summary pending...
ICML2024
Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling
Summary pending...
ICML2024
Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms
Summary pending...
ICML2024
Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models
Summary pending...
ICML2024
One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts
Summary pending...
ICML2024
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
Summary pending...
ICML2024
Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent
Summary pending...
ICML2024
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
Summary pending...