Papers
12094 papers
ICLR2024
Fast Value Tracking for Deep Reinforcement Learning
Summary pending...
Reinforcement learningSGMCMCuncertainty quantification
ICLR2024
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
Summary pending...
large language modeltranslationunintentional bilingualism
ICLR2024
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
Summary pending...
Location EncodingPositional EncodingImplicit Neural Representations
ICLR2024
A Restoration Network as an Implicit Prior
Summary pending...
computational imaginginverse problemsdeep learning
ICLR2024
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
Summary pending...
DisentanglementDiversityGenerative Modeling
ICLR2024
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
Summary pending...
large language modelprivacyprompt tuing
ICLR2024
Scalable Neural Network Kernels
Summary pending...
scalable kernel methodsrandom featuresdeep neural networks
ICLR2024
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
Summary pending...
Proteins; Equivariance; Riemannian; Flow Matching; Generative models
ICLR2024
Compressing LLMs: The Truth is Rarely Pure and Never Simple
Summary pending...
CompressionLarge Language ModelsPruning
ICLR2024
A path-norm toolkit for modern networks: consequences, promises and challenges
Summary pending...
ReLU neural networkspath-normgeneralization
ICLR2024
An Investigation of Representation and Allocation Harms in Contrastive Learning
Summary pending...
UnderrepresentationSelf-supervised learningContrastive learning
ICLR2024
SEPT: Towards Efficient Scene Representation Learning for Motion Prediction
Summary pending...
motion predictionautonomous drivingself-supervised learning
ICLR2024
Efficient and Scalable Graph Generation through Iterative Local Expansion
Summary pending...
Graph GenerationDenoising DiffusionSpectral Graph Theory
ICLR2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
Summary pending...
Automatic speech recognitionlarge language modelgenerative error correction.
ICLR2024
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
Summary pending...
Embodied AgentsLarge Language ModelsTask Planning
ICLR2024
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning
Summary pending...
Meta Reinforcement LearningWorld ModelsModel Based Reinforcement Learning
ICLR2024
Discovering modular solutions that generalize compositionally
Summary pending...
modularitycompositionalitycompositional generalization
ICLR2024
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
Summary pending...
Long Range Interaction; Molecular Graph;
ICLR2024
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
Summary pending...
FairnessPEFTHyperparameter Optimization
ICLR2024
LOQA: Learning with Opponent Q-Learning Awareness
Summary pending...
multi-agent reinforcement learningsocial dilemmasdeep reinforcement learning