Papers
12094 papers
ICLR2024
On Differentially Private Federated Linear Contextual Bandits
Summary pending...
linear contextual banditsfederated learningdifferential privacy
ICLR2024
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
Summary pending...
intrinsic motivationrlaiflarge language models
ICLR2024
Guess & Sketch: Language Model Guided Transpilation
Summary pending...
transpilationprogram translationassembly code
ICLR2024
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection
Summary pending...
feature shapingout-of-distribution detectionoptimization problem
ICLR2024
Scalable Diffusion for Materials Generation
Summary pending...
Generative models for materialsdiffusion modelsdensity function theory
ICLR2024
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
Summary pending...
Symbolic MathematicsPre-trainingTransformers
ICLR2024
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions
Summary pending...
score-based generative modelsBarron spacecurse of dimensionality
ICLR2024
Faithful Rule Extraction for Differentiable Rule Learning Models
Summary pending...
Faithful Rule ExtractionRule LearningKnowledge Graph
ICLR2024
Neural Neighborhood Search for Multi-agent Path Finding
Summary pending...
Combinatorial OptimizationNeural ArchitectureMulti-agent
ICLR2024
Horizon-Free Regret for Linear Markov Decision Processes
Summary pending...
Linear MDP; horizon-freeregret analysis
ICLR2024
Probabilistic Adaptation of Black-Box Text-to-Video Models
Summary pending...
Controllable video generationprobabilistic adaptationvideo diffusion
ICLR2024
Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing
Summary pending...
calibrationreliabilityECE
ICLR2024
GIO: Gradient Information Optimization for Training Dataset Selection
Summary pending...
data selectiondata-centric AIinformation theory
ICLR2024
Empirical Likelihood for Fair Classification
Summary pending...
Fair ClassificationEmpirical Likelihood
ICLR2024
LDReg: Local Dimensionality Regularized Self-Supervised Learning
Summary pending...
Self-supervised learningLocal Intrinsic DimensionalityDimension Collapse
ICLR2024
Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
Summary pending...
Latent Diffusion ModelText-to-ImageNeural Architectures
ICLR2024
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Summary pending...
AttentionGPUsLLM training
ICLR2024
Improving Intrinsic Exploration by Creating Stationary Objectives
Summary pending...
Reinforcement LearningExplorationIntrinsic Rewards
ICLR2024
Modulate Your Spectrum in Self-Supervised Learning
Summary pending...
self-supervised learningwhiteningdimensional collapse
ICLR2024
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
Summary pending...
Meta LearningPhysics Informed Neural Network (PINN)Adaptive Sampler