Papers

12094 papers

ICLR2024

OpenChat: Advancing Open-source Language Models with Mixed-Quality Data

Summary pending...

Open-source Language ModelsFine-tuningMixed-quality Data
ICLR2024

Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting

Summary pending...

time series forecastinggenerative modelingdeep learning
ICLR2024

R-MAE: Regions Meet Masked Autoencoders

Summary pending...

self-supervised learningrepresentation learning
ICLR2024

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Summary pending...

Large Language ModelsQuantizationLoRA
ICLR2024

Image Inpainting via Tractable Steering of Diffusion Models

Summary pending...

Probabilistic MethodsTractable Probabilistic ModelsDiffusion Models
ICLR2024

Accelerated Sampling with Stacked Restricted Boltzmann Machines

Summary pending...

samplingRestricted Boltzmann Machinesstatistical physics
ICLR2024

Noise Map Guidance: Inversion with Spatial Context for Real Image Editing

Summary pending...

Generative ModelsDiffusion ModelsImage Editing
ICLR2024

Decoding Natural Images from EEG for Object Recognition

Summary pending...

EEGobject recognitioncontrastive learning
ICLR2024

STREAM: Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models

Summary pending...

Generative ModelsVideo Generative ModelsEvaluation
ICLR2024

Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment

Summary pending...

motion generationmulti-modalitydance generation
ICLR2024

Optimal transport based adversarial patch to leverage large scale attack transferability

Summary pending...

adversarial patch attacktransferability
ICLR2024

Equivariant Matrix Function Neural Networks

Summary pending...

equivariancegraph neural networkslong range
ICLR2024

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection

Summary pending...

Quantization3D Object DetectionAutonomous Driving
ICLR2024

ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression

Summary pending...

NeRF; NeRF Compression; 3D Data Compression
ICLR2024

State Representation Learning Using an Unbalanced Atlas

Summary pending...

Self-supervised learningState representation learning
ICLR2024

MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field

Summary pending...

NeRFDynamicMotion
ICLR2024

Convergence of Bayesian Bilevel Optimization

Summary pending...

Hyperparameter optimizationBayesian optimizationConvergence rate
ICLR2024

EControl: Fast Distributed Optimization with Compression and Error Control

Summary pending...

OptimizationFederated LearningContractive Compression
ICLR2024

Learning Nash Equilibria in Rank-1 Games

Summary pending...

learning in gamesrank gamesNash equilibria
ICLR2024

Learning invariant representations of time-homogeneous stochastic dynamical systems

Summary pending...

Dynamical systemsstatistical learning