Papers
12094 papers
ICLR2024
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
Summary pending...
Data AugmentationLearnable AugmentationBilevel Optimization
ICLR2024
Reward Design for Justifiable Sequential Decision-Making
Summary pending...
reinforcement learningreward designalignment
ICLR2024
Latent 3D Graph Diffusion
Summary pending...
3D graphslatent diffusion modelsin/equivariant representations
ICLR2024
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
Summary pending...
Efficient diffusion modelsshort-span attentionlocal-feature enrichment
ICLR2024
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
Summary pending...
DNAGenomeLanguage Model
ICLR2024
A Linear Algebraic Framework for Counterfactual Generation
Summary pending...
counterfactual generationindividual treatment effectsynthetic data
ICLR2024
Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach
Summary pending...
Differential PrivacyError-feedbackDifferentially private training
ICLR2024
Interpreting Robustness Proofs of Deep Neural Networks
Summary pending...
Neural Network VerificationRobustnessCertification
ICLR2024
MgNO: Efficient Parameterization of Linear Operators via Multigrid
Summary pending...
neural operator; multigrid; universal approximation; boundary condition
ICLR2024
Is Self-Repair a Silver Bullet for Code Generation?
Summary pending...
program synthesiscode generationlarge language models
ICLR2024
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
Summary pending...
interpretabilityBERTsyntax
ICLR2024
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
Summary pending...
Drug DesignMolecule GenerationDeep Learning
ICLR2024
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
Summary pending...
Backdoor Input DetectionBackdoor DefenseAI Security
ICLR2024
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos
Summary pending...
procedure planning; instructional video; state changes; large language models; vision and language alignment
ICLR2024
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
Summary pending...
Learning TheoryRepresentation LearningSelf-supervised Learning
ICLR2024
Test-Time Training on Nearest Neighbors for Large Language Models
Summary pending...
Test-time training
ICLR2024
Prediction Error-based Classification for Class-Incremental Learning
Summary pending...
continual learningclass-incremental learning
ICLR2024
Parametric Augmentation for Time Series Contrastive Learning
Summary pending...
contrastive learningneural networksstream data analysis
ICLR2024
Polynomial Width is Sufficient for Set Representation with High-dimensional Features
Summary pending...
Set Representation; Permutation Invariance; Permutation Equivariance
ICLR2024
GenSim: Generating Robotic Simulation Tasks via Large Language Models
Summary pending...
LLM Code GenerationRobotic SimulationMulti-task Policy Learning