Papers
12094 papers
ICLR2024
Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding
Summary pending...
GrokkingRandom Matrix TheoryLinear Regression
ICLR2024
Detecting, Explaining, and Mitigating Memorization in Diffusion Models
Summary pending...
Diffusion ModelMemorization
ICLR2024
Interpretable Meta-Learning of Physical Systems
Summary pending...
meta-learningphysical systemsmulti-task learning
ICLR2024
Finite Scalar Quantization: VQ-VAE Made Simple
Summary pending...
representation learningvector quantizationquantization
ICLR2024
Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation
Summary pending...
Text-to-ImageModel CustomizationParameter-Efficient Fine-Tuning
ICLR2024
Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point Representation
Summary pending...
Generalizable Neural Radiance Field; Point-based Rendering;
ICLR2024
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models
Summary pending...
Inverse problemsplug-and-play priorsposterior sampling
ICLR2024
Can Transformers Capture Spatial Relations between Objects?
Summary pending...
Spatial relationTransformerSpatial predicates
ICLR2024
A Hierarchical Bayesian Model for Few-Shot Meta Learning
Summary pending...
Bayesian modelsMeta learningFew-shot learning
ICLR2024
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL
Summary pending...
Model-based RL; Model-predictive control; Model rollouts; Model error
ICLR2024
Provably Efficient CVaR RL in Low-rank MDPs
Summary pending...
reinforment learning theoryrisk-sensitive reinforment learningConditional Value at Risk
ICLR2024
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
Summary pending...
Large Langugage ModelKnowledge ConflictTool Augmentation
ICLR2024
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
Summary pending...
Federated LearningDevice HeterogeneityCross-silo Federated Learning
ICLR2024
Automatic Functional Differentiation in JAX
Summary pending...
JAXautomatic differentiationcalculus of variation
ICLR2024
$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
Summary pending...
Program SynthesisCode GenerationReinforcement Learning
ICLR2024
ADOPD: A Large-Scale Document Page Decomposition Dataset
Summary pending...
Document UnderstandingDatasetSegmentation
ICLR2024
High-dimensional SGD aligns with emerging outlier eigenspaces
Summary pending...
stochastic gradient descentHessianmulti-layer neural networks
ICLR2024
Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks
Summary pending...
Distributed LearningSelf-Repellent Random WalkToken Algorithm
ICLR2024
On Stationary Point Convergence of PPO-Clip
Summary pending...
PPOPPO-Clipstochastic optimization
ICLR2024
Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression
Summary pending...
Deep LearningImitation LearningStability