Papers
12094 papers
ICLR2024
Hybrid Internal Model: Learning Agile Legged Locomotion with Simulated Robot Response
Summary pending...
Reinforcement LearningQuadrupedal LocomotionInternal Model
ICLR2024
Implicit Maximum a Posteriori Filtering via Adaptive Optimization
Summary pending...
Bayesian filteringoptimizationneural networks
ICLR2024
On the Expressivity of Objective-Specification Formalisms in Reinforcement Learning
Summary pending...
reward hypothesisMarkov rewardmulti-objective reinforcement learning
ICLR2024
Learning from Sparse Offline Datasets via Conservative Density Estimation
Summary pending...
offline reinforcement learningstationary distribution correction estimation
ICLR2024
Quality-Diversity through AI Feedback
Summary pending...
quality diversitylarge language modelsderivative-free optimization
ICLR2024
VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
Summary pending...
EEGEmotion RecognitionMulti-modal
ICLR2024
Chain of Log-Concave Markov Chains
Summary pending...
Markov chain Monte CarloLangevin MCMClog-concave distributions
ICLR2024
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning
Summary pending...
Rehearsal-free continual learningClass-incremental learningParameter-efficient fine-tuning
ICLR2024
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
Summary pending...
Unsupervised Domain AdaptationSim2Real
ICLR2024
Generative Modeling with Phase Stochastic Bridge
Summary pending...
Generative ModelingStochastic Optimal ControlDiffusion Model
ICLR2024
Linearity of Relation Decoding in Transformer Language Models
Summary pending...
Natural language processinginterpretabilitylanguage models
ICLR2024
Sparse Autoencoders Find Highly Interpretable Features in Language Models
Summary pending...
language modelinterpretabilityrepresentation learning
ICLR2024
Toward Optimal Policy Population Growth in Two-Player Zero-Sum Games
Summary pending...
PSROgame theorydeep RL
ICLR2024
Lagrangian Flow Networks for Conservation Laws
Summary pending...
Physics-informed Neural NetworkFluid DynamicsConservation Law
ICLR2024
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
Summary pending...
self-supervised learningmasked autoencoderaudio representation learning
ICLR2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution
Summary pending...
deep learningdeep featurescomputer vision
ICLR2024
Pre-training with Random Orthogonal Projection Image Modeling
Summary pending...
Random ProjectionSelf-supervised LearningImage Modelling
ICLR2024
Accelerating Sinkhorn algorithm with sparse Newton iterations
Summary pending...
Optimal transportConvex optimizationQuasi-Newton methods
ICLR2024
Functional Interpolation for Relative Positions improves Long Context Transformers
Summary pending...
Transformerspositional encodinglong context
ICLR2024
YaRN: Efficient Context Window Extension of Large Language Models
Summary pending...
transformersnlpfine-tuning