Papers
12094 papers
ICLR2025
Convex Formulations for Training Two-Layer ReLU Neural Networks
Summary pending...
copositive programmingsemidefinite programmingneural networks
ICLR2025
Federated Granger Causality Learning For Interdependent Clients With State Space Representation
Summary pending...
State SpaceFederated LearningGranger Causality
ICLR2025
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
Summary pending...
graph neural networksover-squashinggraph rewiring
ICLR2025
When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings
Summary pending...
Large Language ModelsMulti-Turn BehaviourCultural Evolution
ICLR2025
ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge
Summary pending...
Generative AIDiffusion modelsCascaded models
ICLR2025
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
Summary pending...
Image registrationuncertainty estimationmedical image analysis
ICLR2025
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
Summary pending...
Multimodal LLM; Instruction Following; Benchmark
ICLR2025
SGD with memory: fundamental properties and stochastic acceleration
Summary pending...
Stochastic Gradient DescentSGDspectral power laws
ICLR2025
GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS
Summary pending...
Simulationbenchmarkmulti-agent reinforcement learning
ICLR2025
Bayesian Experimental Design Via Contrastive Diffusions
Summary pending...
Bayesian Optimal Experimental DesignConditional Diffusion Modelsscore based sampling
ICLR2025
Simplifying Deep Temporal Difference Learning
Summary pending...
Reinforcement LearningTDTheory
ICLR2025
Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources
Summary pending...
social welfarecausalitytreatment
ICLR2025
MorphoDiff: Cellular Morphology Painting with Diffusion Models
Summary pending...
Generative ModellingLatent Diffusion ModelCell Painting
ICLR2025
How Does Critical Batch Size Scale in Pre-training?
Summary pending...
Pre-trainingLanguage ModelsData Parallelism
ICLR2025
Transformers Handle Endogeneity in In-Context Linear Regression
Summary pending...
endogeneityinstrumental variablestransformers
ICLR2025
Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data
Summary pending...
language modelpretraining datan-gram
ICLR2025
Rethinking Reward Modeling in Preference-based Large Language Model Alignment
Summary pending...
Bradley-Terry ModelReward ModelingLarge Language Models
ICLR2025
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
Summary pending...
Efficient Vision TransformerAttention ApproximationComputer Vision
ICLR2025
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations
Summary pending...
Graph Neural NetworksStochastic Differential EquationsUncertainty Quantification
ICLR2025
Expressivity of Neural Networks with Random Weights and Learned Biases
Summary pending...
random neural networksrecurrent neural networksplasticity