Papers
12094 papers
ICLR2025
Feedback Favors the Generalization of Neural ODEs
Summary pending...
Neural ODEsfeedbackgeneralization
ICLR2025
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
Summary pending...
LLMContinual Pre-trainingknowledge distillation
ICLR2025
An Effective Manifold-based Optimization Method for Distributionally Robust Classification
Summary pending...
robustnessoptimizationrepresentation learning
ICLR2025
Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning
Summary pending...
Imitation LearningPolicy DiversityOffline Learning
ICLR2025
Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer
Summary pending...
LLM; deep learning; zeroth order optimizer
ICLR2025
Visually Consistent Hierarchical Image Classification
Summary pending...
Hierarchical classificationvisual grounding
ICLR2025
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation
Summary pending...
mean field gamelinear function approximationstochastic semi-gradient descent
ICLR2025
Learning vector fields of differential equations on manifolds with geometrically constrained operator-valued kernels
Summary pending...
Dynamics on manifoldsOperator-valued kernelGeometry-preserving time integration
ICLR2025
System 1.x: Learning to Balance Fast and Slow Planning with Language Models
Summary pending...
Large Language ModelsPlanning
ICLR2025
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation
Summary pending...
image compressionvqgangenerative compression model
ICLR2025
MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
Summary pending...
Graph Neural NetworksEnergy-based ModelsScalable Training
ICLR2025
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning
Summary pending...
Multi-Objective Reinforcement LearningReinforcement LearningDimension Reduction
ICLR2025
On Large Language Model Continual Unlearning
Summary pending...
Continual UnlearningLarge Language Models
ICLR2025
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
Summary pending...
Large Language ModelModel-based LLM EvaluationLLM-as-a-Judge
ICLR2025
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
Summary pending...
General-purpose preconditionerlinear systemsgraph neural networks
ICLR2025
The "Law'' of the Unconscious Contrastive Learner: Probabilistic Alignment of Unpaired Modalities
Summary pending...
theorycontrastive learningprobabilistic graphical models
ICLR2025
On Evaluating the Durability of Safeguards for Open-Weight LLMs
Summary pending...
AI SafetyFine-tuning AttacksOpen-weight LLMs
ICLR2025
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models
Summary pending...
LLM agentslanguage agentstheory of mind
ICLR2025
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
Summary pending...
personalizationbenchmarkLarge language models
ICLR2025
h4rm3l: A Language for Composable Jailbreak Attack Synthesis
Summary pending...
LLM safetyprogram synthesiscompositional modeling