Papers
12094 papers
ICLR2025
Gumbel Counterfactual Generation From Language Models
Summary pending...
Causalitylanguage modelscounterfactuals
ICLR2025
Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection
Summary pending...
Diffusion ModelNon-Stationary Time SeriesAnomaly Detection
ICLR2025
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
Summary pending...
Multilingual LLMMedical LLM
ICLR2025
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
Summary pending...
Emergent AbilityLarge Language Models (LLMs)Multifractal Analysis
ICLR2025
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
Summary pending...
Irregular Time SeriesODE
ICLR2025
How Much is Unseen Depends Chiefly on Information About the Seen
Summary pending...
Good-Turing frequency estimationMultinomial probability estimationUnseen events
ICLR2025
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
Summary pending...
Graph Neural Networks (GNNs)Shapley InteractionsGame Theory
ICLR2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
Summary pending...
Diffusion modelretrieval augmented generationdifferential privacy
ICLR2025
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment
Summary pending...
Multimodal modelsState space modelsEfficient architectures
ICLR2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
Summary pending...
large language modelinstruction-followingself-improvement
ICLR2025
PFGuard: A Generative Framework with Privacy and Fairness Safeguards
Summary pending...
Trustworthy AIResponsible AIML Fairness
ICLR2025
Controlling Space and Time with Diffusion Models
Summary pending...
generativemodelsdiffusion
ICLR2025
RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning
Summary pending...
Retrosynthetic PlanningRoute EvaluationIn-Context Learning
ICLR2025
Systematic Relational Reasoning With Epistemic Graph Neural Networks
Summary pending...
ReasoningGraph Neural NetworksNeuro-Symbolic methods
ICLR2025
Endowing Visual Reprogramming with Adversarial Robustness
Summary pending...
visual reprogrammingadversarial robustnessrisk bound
ICLR2025
Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization
Summary pending...
CMDPstrong regretstrong violations
ICLR2025
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning
Summary pending...
Preference-based reinforcement learningReinforcement learning with human feedbackOffline reinforcement learning
ICLR2025
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
Summary pending...
conformallaplaceinfluence
ICLR2025
CipherPrune: Efficient and Scalable Private Transformer Inference
Summary pending...
Private Transformer Inference