Papers
12094 papers
ICLR2024
Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
Summary pending...
Dataset DistillationReconstruction AttacksNeural Tangent Kernel
ICLR2024
Graph Metanetworks for Processing Diverse Neural Architectures
Summary pending...
Metanetworkgraphequivariance
ICLR2024
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
Summary pending...
vision transformerrepresentation learninghyper spectral imaging
ICLR2024
Tight Rates in Supervised Outlier Transfer Learning
Summary pending...
Minimax rateoutlier detectiontransfer learning
ICLR2024
Synaptic Weight Distributions Depend on the Geometry of Plasticity
Summary pending...
synaptic weight distributionssynaptic plasticitybiologically plausible learning
ICLR2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Summary pending...
Retrieval-augmented GenerationLanguage ModelsRetrieval-augmented LMs
ICLR2024
Constrained Decoding for Cross-lingual Label Projection
Summary pending...
constrained decodinglabel projection
ICLR2024
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
Summary pending...
time seriesforecastingprobabilistic
ICLR2024
Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
Summary pending...
BenchmarksFairnessGeneralization
ICLR2024
LipSim: A Provably Robust Perceptual Similarity Metric
Summary pending...
Perceptual similarity metriccertified defensedeep learning
ICLR2024
Unsupervised Pretraining for Fact Verification by Language Model Distillation
Summary pending...
Unsupervised LearningSelf-supervised LearningDeep Features
ICLR2024
Adversarial Imitation Learning via Boosting
Summary pending...
Adversarial Imitation LearningBoostingReinforcement Learning
ICLR2024
Topological data analysis on noisy quantum computers
Summary pending...
Topological data analysisquantum computingunsupervised learning
ICLR2024
Understanding prompt engineering may not require rethinking generalization
Summary pending...
generalizationprompt engineeringPAC-Bayes
ICLR2024
Curiosity-driven Red-teaming for Large Language Models
Summary pending...
Curiosity-driven explorationReinforcement learningLanguage model
ICLR2024
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization
Summary pending...
samplingscore matchingcontrastive divergence
ICLR2024
Protein Discovery with Discrete Walk-Jump Sampling
Summary pending...
generative modelinglangevin mcmcenergy-based models
ICLR2024
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
Summary pending...
diffusion modelssampling methodsexposure bias
ICLR2024
Defining Expertise: Applications to Treatment Effect Estimation
Summary pending...
expertisemodel selectionbalancing representations