Papers
12094 papers
ICLR2025
Graph Neural Networks Can (Often) Count Substructures
Summary pending...
graph neural networkssubgraphsexpressivity
ICLR2025
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
Summary pending...
Large language modelmultimodal learningmathematics
ICLR2025
Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality
Summary pending...
Video quality metricsFrechet Video DistanceInflated 3D Convnet
ICLR2025
NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
Summary pending...
Explainable AIFunctional InteractionsCritical Neurons
ICLR2025
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
Summary pending...
discrete state-space generative modelsdiffusionflow-matching
ICLR2025
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
Summary pending...
large language model alignment; controlled decoding;
ICLR2025
DataGen: Unified Synthetic Dataset Generation via Large Language Models
Summary pending...
large language modelevaluationsynthetic data
ICLR2025
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
Summary pending...
Reinforcement LearningReinforcement Learning TheoryControllable Representations
ICLR2025
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
Summary pending...
LLMNLPfine-tuning
ICLR2025
Breaking the Reclustering Barrier in Centroid-based Deep Clustering
Summary pending...
deep clusteringunsupervised learningrepresentation learning
ICLR2025
Online Clustering with Nearly Optimal Consistency
Summary pending...
clusteringonlineconsistency
ICLR2025
Doubly Optimal Policy Evaluation for Reinforcement Learning
Summary pending...
Reinforcement Learning
ICLR2025
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
Summary pending...
text-to-sound generationdistillation modelstext-to-audio diffusion models
ICLR2025
Language-Image Models with 3D Understanding
Summary pending...
Multi-modal Large Language Model with 3D Understanding; 3D Image Grounding from Image
ICLR2025
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
Summary pending...
retrieved augmented generationRAGLLMs
ICLR2025
Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits
Summary pending...
contextual linear banditonline batch learning
ICLR2025
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension
Summary pending...
Large Language ModelsVision-Language ModelsBlack-Box Adaptation
ICLR2025
Feedback Schrödinger Bridge Matching
Summary pending...
Diffusion modelsSchrödinger bridgeDistribution matching
ICLR2025
Towards counterfactual fairness through auxiliary variables
Summary pending...
CounterfactualFairnessAuxiliary variables
ICLR2025
Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning
Summary pending...
Efficient Self-Supervised LearningVision TransformerToken Pruning