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Methodology
← Learning Types
Deep Learning
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Learning Types
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Generative Models
1275 directly classified papers
Papers per year
2009: 1
2012: 2
2013: 1
2015: 6
2016: 8
2017: 38
2018: 65
2019: 129
2020: 140
2021: 137
2022: 157
2023: 163
2024: 265
2025: 162
2026: 1
Papers
Re3: Generating Longer Stories With Recursive Reprompting and Revision
EMNLP 2022
TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method
EMNLP 2022
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model
EMNLP 2022
CTRLsum: Towards Generic Controllable Text Summarization
EMNLP 2022
Mutual Information Alleviates Hallucinations in Abstractive Summarization
EMNLP 2022
Towards Summary Candidates Fusion
EMNLP 2022
Towards Inter-character Relationship-driven Story Generation
EMNLP 2022
Leveraging QA Datasets to Improve Generative Data Augmentation
EMNLP 2022
Learning with Rejection for Abstractive Text Summarization
EMNLP 2022
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling
EMNLP 2022
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation
EMNLP 2022
SentBS: Sentence-level Beam Search for Controllable Summarization
EMNLP 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
EMNLP 2022
Learning to Generate Overlap Summaries through Noisy Synthetic Data
EMNLP 2022
Improving Faithfulness by Augmenting Negative Summaries from Fake Documents
EMNLP 2022
Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion
AAAI 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization
AAAI 2022
Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization
AAAI 2022
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data
AAAI 2022
Assessing a Single Image in Reference-Guided Image Synthesis
AAAI 2022
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency
AAAI 2022
DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer
AAAI 2022
Parallel and High-Fidelity Text-to-Lip Generation
AAAI 2022
Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction
AAAI 2022
Rendering-Aware HDR Environment Map Prediction from a Single Image
AAAI 2022
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