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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
Towards Abstractive Grounded Summarization of Podcast Transcripts
ACL 2022
BRIO: Bringing Order to Abstractive Summarization
ACL 2022
Multimodal Dialogue Response Generation
ACL 2022
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation
ACL 2022
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
ACL 2022
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation
ACL 2022
De-Bias for Generative Extraction in Unified NER Task
ACL 2022
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature
ACL 2022
Generative Knowledge Graph Construction: A Review
EMNLP 2022
Translation between Molecules and Natural Language
EMNLP 2022
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning
EMNLP 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
EMNLP 2022
Synthetic Generation of Face Videos With Plethysmograph Physiology
CVPR 2022
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production
CVPR 2022
Exemplar-Based Pattern Synthesis With Implicit Periodic Field Network
CVPR 2022
High-Resolution Image Synthesis With Latent Diffusion Models
CVPR 2022
Brain-Supervised Image Editing
CVPR 2022
TemporalUV: Capturing Loose Clothing With Temporally Coherent UV Coordinates
CVPR 2022
Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator
CVPR 2022
Improving GAN Equilibrium by Raising Spatial Awareness
CVPR 2022
Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations
CVPR 2022
RGB-Depth Fusion GAN for Indoor Depth Completion
CVPR 2022
Region-Aware Face Swapping
CVPR 2022
A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres
CVPR 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation
EMNLP 2022
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