Papers
12094 papers
ICLR2024
Demystifying Linear MDPs and Novel Dynamics Aggregation Framework
Summary pending...
linear MDPshierarchical reinforcement learninglinear function approximation
ICLR2024
Treatment Effects Estimation By Uniform Transformer
Summary pending...
Causal inferencecovariate balancenonparametric estimation
ICLR2024
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
Summary pending...
vision-language modelcompositionality
ICLR2024
Deep Temporal Graph Clustering
Summary pending...
ClusteringGraph LearningTemporal Graph
ICLR2024
LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
Summary pending...
Low-rank plus Quantized Matrix DecompositionEfficient Language Model Finetuning
ICLR2024
Spectrally Transformed Kernel Regression
Summary pending...
Learning TheoryUnlabeled DataKernel Methods
ICLR2024
Proper Laplacian Representation Learning
Summary pending...
Reinforcement learningGraph LaplacianRepresentation learning
ICLR2024
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
Summary pending...
Equivariant Graph Neural NetworkGraph Neural Network
ICLR2024
Language Model Beats Diffusion - Tokenizer is key to visual generation
Summary pending...
language modeldiffusion modelvideo generation
ICLR2024
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
Summary pending...
large language modelefficient inferencedata-centric optimization
ICLR2024
Deep Confident Steps to New Pockets: Strategies for Docking Generalization
Summary pending...
generalizationmolecular dockingprotein-ligand binding
ICLR2024
The Human-AI Substitution game: active learning from a strategic labeler
Summary pending...
active learningstrategic learning
ICLR2024
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
Summary pending...
EHR PredictionPersonalized Knowledge GraphGraph Neural Network
ICLR2024
$\mathbb{D}^2$ Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
Summary pending...
coreset selectiondata pruningdata
ICLR2024
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
Summary pending...
diffusion modelBayesian uncertainty
ICLR2024
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Summary pending...
large language modelslarge multimodal modelsmathematical reasoning
ICLR2024
A unique M-pattern for micro-expression spotting in long videos
Summary pending...
Micro-expression spottingOptical flowFacial alignment
ICLR2024
Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
Summary pending...
Protein representation learningself-supervised learningimplicit neural representation
ICLR2024
Learning Grounded Action Abstractions from Language
Summary pending...
planning abstractionshierarchical planninglibrary learning