Papers
12094 papers
ICLR2024
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
Summary pending...
quantum property estimationpretrainingfinetuning
ICLR2024
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Summary pending...
Offline Reinforcement LearningDecision TransformerMotion Control
ICLR2024
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
Summary pending...
Generative ClusteringMultimodal VAEsVariational Autoencoder
ICLR2024
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
Summary pending...
EEGbrain-computer interfacerepresentation learning
ICLR2024
Unraveling the Key Components of OOD Generalization via Diversification
Summary pending...
Algorithm DesignDiversityOOD Generalization
ICLR2024
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
Summary pending...
open-vocabulary object detectionopen-vocabulary image segmentation
ICLR2024
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
Summary pending...
Mean Field GamesEquilibrium LearningNetworks
ICLR2024
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
Summary pending...
Temporal Batch NormalizationSpiking Neural Networks
ICLR2024
FOSI: Hybrid First and Second Order Optimization
Summary pending...
convex optimizationnonconvex optimizationfirst order optimization
ICLR2024
GAIA: a benchmark for General AI Assistants
Summary pending...
Large Language ModelsBenchmark
ICLR2024
STARC: A General Framework For Quantifying Differences Between Reward Functions
Summary pending...
reward functionsreward learningmetrics
ICLR2024
Neural structure learning with stochastic differential equations
Summary pending...
Structure LearningCausal DiscoveryGenerative Model
ICLR2024
An Extensible Framework for Open Heterogeneous Collaborative Perception
Summary pending...
Collaborative PerceptionSensor and Model Heterogeneity
ICLR2024
Off-Policy Primal-Dual Safe Reinforcement Learning
Summary pending...
Safe Reinforcement Learning
ICLR2024
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
Summary pending...
GPTPretrainingTransformers
ICLR2024
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
Summary pending...
named entity recognitionlarge language model
ICLR2024
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
Summary pending...
neural dynamicstransfer learningdistribution alignment
ICLR2024
The Curse of Diversity in Ensemble-Based Exploration
Summary pending...
deep reinforcement learningensemble-based explorationoff-policy learning
ICLR2024
Memorization in Self-Supervised Learning Improves Downstream Generalization
Summary pending...
self-supervised learningmemorizationencoders
ICLR2024
PAC Prediction Sets Under Label Shift
Summary pending...
prediction setlabel shiftdistribution-free uncertainty quantification