Papers
12094 papers
ICLR2024
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency
Summary pending...
Diffusion modelsinverse problems
ICLR2024
Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation
Summary pending...
neural collapseorthogonalfixed classifier
ICLR2024
Making Pre-trained Language Models Great on Tabular Prediction
Summary pending...
language modelsclassification and regressionmodel pre-training
ICLR2024
Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
Summary pending...
Marked Temporal Point ProcessNeural ODE
ICLR2024
VQ-TR: Vector Quantized Attention for Time Series Forecasting
Summary pending...
deep learningtime series forecastinglatent variable models
ICLR2024
Transferring Learning Trajectories of Neural Networks
Summary pending...
neural networkslearning dynamicspermutation symmetry
ICLR2024
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models
Summary pending...
robustnessdistribution shiftreliable machine learning
ICLR2024
Stochastic Modified Equations and Dynamics of Dropout Algorithm
Summary pending...
Stochastic modified equationsdropoutnoise structure
ICLR2024
$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States
Summary pending...
Generative ModelsDiffusion ModelsInfinite Resolution
ICLR2024
Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice
Summary pending...
autoencodermatrix completioncollaborative filtering
ICLR2024
Submodular Reinforcement Learning
Summary pending...
Reinforcement learningNon-Markovian rewardsSubmodular optimization
ICLR2024
A representation-learning game for classes of prediction tasks
Summary pending...
representation learningsemi-supervised learningdimensionality-reduction
ICLR2024
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
Summary pending...
Diffusion Probabilistic ModelDiffusion SamplerSolver Schedule
ICLR2024
EasyTPP: Towards Open Benchmarking Temporal Point Processes
Summary pending...
Event sequenceTemporal point processOpen benchmarking
ICLR2024
Label-Noise Robust Diffusion Models
Summary pending...
diffusion modelnoisy labelrobustness
ICLR2024
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
Summary pending...
large language modelsautomatic prompt engineeringin-context learning
ICLR2024
SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models
Summary pending...
InterpretationStructured outputEnergy function
ICLR2024
Effective pruning of web-scale datasets based on complexity of concept clusters
Summary pending...
pruninglarge-scaledata curation
ICLR2024
AttEXplore: Attribution for Explanation with model parameters eXploration
Summary pending...
attributiontransferabilityadversarial attack