Papers

12094 papers

ICML2024

LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning

Summary pending...

ICML2024

Towards Efficient Exact Optimization of Language Model Alignment

Summary pending...

ICML2024

Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation

Summary pending...

ICML2024

DsDm: Model-Aware Dataset Selection with Datamodels

Summary pending...

ICML2024

A Sparsity Principle for Partially Observable Causal Representation Learning

Summary pending...

ICML2024

Partially Stochastic Infinitely Deep Bayesian Neural Networks

Summary pending...

ICML2024

Position: Stop Making Unscientific AGI Performance Claims

Summary pending...

ICML2024

DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents

Summary pending...

ICML2024

Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation

Summary pending...

ICML2024

Simple Ingredients for Offline Reinforcement Learning

Summary pending...

ICML2024

SuDA: Support-based Domain Adaptation for Sim2Real Hinge Joint Tracking with Flexible Sensors

Summary pending...

ICML2024

LESS: Selecting Influential Data for Targeted Instruction Tuning

Summary pending...

ICML2024

Robust and Conjugate Gaussian Process Regression

Summary pending...

ICML2024

Coactive Learning for Large Language Models using Implicit User Feedback

Summary pending...

ICML2024

Generalization to New Sequential Decision Making Tasks with In-Context Learning

Summary pending...

ICML2024

Successor Features for Efficient Multi-Subject Controlled Text Generation

Summary pending...

ICML2024

LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models

Summary pending...

ICML2024

MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent

Summary pending...

ICML2024

Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models

Summary pending...

ICML2024

Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks

Summary pending...