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Generative Models

7,221 papers

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Papers

Lang2Mol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging SELFIES Representation ACL 2024
Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian ACL 2024
Coarse-to-Fine Generative Model for Oracle Bone Inscriptions Inpainting ACL 2024
SumTablets: A Transliteration Dataset of Sumerian Tablets ACL 2024
JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation ACL 2024
Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions ACL 2024
Density Uncertainty Layers for Reliable Uncertainty Estimation AISTATS 2024
Double InfoGAN for Contrastive Analysis AISTATS 2024
HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024
TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation AISTATS 2024
Testing Generated Distributions in GANs to Penalize Mode Collapse AISTATS 2024
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable AISTATS 2024
Categorical Generative Model Evaluation via Synthetic Distribution Coarsening AISTATS 2024
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data AISTATS 2024
Simulation-Free Schrödinger Bridges via Score and Flow Matching AISTATS 2024
Importance Matching Lemma for Lossy Compression with Side Information AISTATS 2024
Training Implicit Generative Models via an Invariant Statistical Loss AISTATS 2024
On Convergence in Wasserstein Distance and f-divergence Minimization Problems AISTATS 2024
Learning Sparse Codes with Entropy-Based ELBOs AISTATS 2024
Probabilistic Integral Circuits AISTATS 2024
Free-form Flows: Make Any Architecture a Normalizing Flow AISTATS 2024
Mixed variational flows for discrete variables AISTATS 2024
Maximum entropy GFlowNets with soft Q-learning AISTATS 2024
Nonparametric Automatic Differentiation Variational Inference with Spline Approximation AISTATS 2024
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity AISTATS 2024