Papers
12094 papers
ICLR2025
Uncovering Latent Memories in Large Language Models
Summary pending...
Large Language ModelsMemorizationEmpirical Study
ICLR2025
HELMET: How to Evaluate Long-context Models Effectively and Thoroughly
Summary pending...
long-context language modelsbenchmarking
ICLR2025
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
Summary pending...
reinforcement learning theorylinear function approximation
ICLR2025
Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations
Summary pending...
zeroth-order optimizationSGDconvergence analysis
ICLR2025
Efficient Imitation under Misspecification
Summary pending...
Inverse Reinforcement LearningImitation LearningDistribution Shift
ICLR2025
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
Summary pending...
Multi-modal perception; Sensor fusion; Robustness; Uncertainty quantification
ICLR2025
Fundamental Limitations on Subquadratic Alternatives to Transformers
Summary pending...
Large Language ModelsTransformersFine-grained complexity theory
ICLR2025
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
Summary pending...
LLMEvaluationBenchmarking
ICLR2025
Decision Tree Induction Through LLMs via Semantically-Aware Evolution
Summary pending...
decision treesLLMsgenetic programming
ICLR2025
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
Summary pending...
robust optimizationstochastic optimizationdiscrete optimization
ICLR2025
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
Summary pending...
Machine UnlearningVision Language ModelPrivacy
ICLR2025
Self-Improvement in Language Models: The Sharpening Mechanism
Summary pending...
Learning theorySample complexitySelf-Improvement
ICLR2025
Graph Neural Networks Gone Hogwild
Summary pending...
graph neural networksmulti-agentasynchronous
ICLR2025
The Pitfalls of Memorization: When Memorization Hurts Generalization
Summary pending...
MemorizationGeneralizationSpurious Correlations
ICLR2025
Benchmarking LLMs' Judgments with No Gold Standard
Summary pending...
BenchmarkingPeer ReviewMutual Information
ICLR2025
Implicit Bias of Mirror Flow for Shallow Neural Networks in Univariate Regression
Summary pending...
implicit biasoverparametrized neural networkmirror descent
ICLR2025
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
Summary pending...
CrystalsSymmetryMaterials
ICLR2025
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
Summary pending...
large language modelsfaithful explanationsexplainability
ICLR2025
Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
Summary pending...
neuroscience; representation learning; grokking; overtraining; cortex