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Generative Models

6381 directly classified papers

Papers per year

Papers

Improving Copy-oriented Text Generation via EDU Copy Mechanism COLING 2024
Toward the Identifiability of Comparative Deep Generative Models CLEAR 2024
Causal Optimal Transport of Abstractions CLEAR 2024
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization JMLR 2024
Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization JMLR 2024
Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration WACV 2024
Bias and Diversity in Synthetic-Based Face Recognition WACV 2024
Blurry Video Compression: A Trade-Off Between Visual Enhancement and Data Compression WACV 2024
Deep Support Vectors NIPS 2024
Benchmarking Counterfactual Image Generation NIPS 2024
RobIR: Robust Inverse Rendering for High-Illumination Scenes NIPS 2024
Grid4D: 4D Decomposed Hash Encoding for High-Fidelity Dynamic Gaussian Splatting NIPS 2024
Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport NIPS 2024
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field NIPS 2024
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations NIPS 2024
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos NIPS 2024
Fisher Flow Matching for Generative Modeling over Discrete Data NIPS 2024
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies NIPS 2024
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NIPS 2024
Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification NIPS 2024
A Dataset and Model for Realistic License Plate Deblurring IJCAI 2024
Molecule Generation with Fragment Retrieval Augmentation NIPS 2024
BATON: Aligning Text-to-Audio Model Using Human Preference Feedback IJCAI 2024
SDformer: Similarity-driven Discrete Transformer For Time Series Generation NIPS 2024
Learning Bregman Divergences with Application to Robustness NIPS 2024