Papers
12094 papers
ICLR2024
Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning
Summary pending...
Offline Reinforcement LearningReturn-Conditioned Supervised LearningBellman Completeness
ICLR2024
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
Summary pending...
Generative ModelsDiffusion ModelsImage Editing
ICLR2024
FedImpro: Measuring and Improving Client Update in Federated Learning
Summary pending...
Federated LearningDeep Learning
ICLR2024
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
Summary pending...
Text Detectionzero-shotAI detection
ICLR2024
Provably Robust Conformal Prediction with Improved Efficiency
Summary pending...
Conformal predictionrandomized smoothingadversarial robustness
ICLR2024
Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
Summary pending...
conformer ensemblesgeometric learning
ICLR2024
A Unified Framework for Bayesian Optimization under Contextual Uncertainty
Summary pending...
Bayesian optimizationGaussian processes
ICLR2024
Temporal Generalization Estimation in Evolving Graphs
Summary pending...
Generalization EstimationEvolving GraphGraph Neural Network
ICLR2024
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow
Summary pending...
nighttime optical flowevent cameradomain adaptation
ICLR2024
Mayfly: a Neural Data Structure for Graph Stream Summarization
Summary pending...
Meta-Learning;Memory Augmented Neural Network; Deep Neural Network Application;Graph Summarization
ICLR2024
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction
Summary pending...
reinforcement learning
ICLR2024
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
Summary pending...
embodied AIdecision making
ICLR2024
Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions
Summary pending...
aggregate learningasymptotic analysisbias
ICLR2024
Don't Play Favorites: Minority Guidance for Diffusion Models
Summary pending...
diffusion modelsfairnessgenerative models
ICLR2024
Information Retention via Learning Supplemental Features
Summary pending...
Information RetentionFew-shot LearningDeep Neural Network
ICLR2024
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
Summary pending...
diffusion modelsdiffusion ODEimage super-resolution
ICLR2024
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
Summary pending...
instruction datasetlarge language modelsbiomolecular studies
ICLR2024
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
Summary pending...
MIADiffusion ModelText-To-Speech
ICLR2024
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
Summary pending...
LanguageBindMulti-modal PretrainingMulti-modal Dataset