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Methodology
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Deep Learning
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Generative Models
6381 directly classified papers
Papers per year
2003: 2
2004: 1
2006: 3
2007: 3
2008: 6
2009: 5
2010: 11
2011: 14
2012: 17
2013: 23
2014: 17
2015: 34
2016: 64
2017: 150
2018: 286
2019: 566
2020: 626
2021: 827
2022: 730
2023: 1027
2024: 897
2025: 824
2026: 248
Papers
Trade-offs in Image Generation: How Do Different Dimensions Interact?
ICCV 2025
Optimizing for the Shortest Path in Denoising Diffusion Model
CVPR 2025
SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models
ICCV 2025
DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection
ICCV 2025
4Deform: Neural Surface Deformation for Robust Shape Interpolation
CVPR 2025
4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video
CVPR 2025
Condensing Action Segmentation Datasets via Generative Network Inversion
CVPR 2025
S3R-GS: Streamlining the Pipeline for Large-Scale Street Scene Reconstruction
ICCV 2025
OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit
CVPR 2025
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm
CVPR 2025
Believing is Seeing: Unobserved Object Detection using Generative Models
CVPR 2025
Empowering Vector Graphics with Consistently Arbitrary Viewing and View-dependent Visibility
CVPR 2025
Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
CVPR 2025
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets
EMNLP 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
EMNLP 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
EMNLP 2025
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models
EMNLP 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
ICCV 2025
Conditional [MASK] Discrete Diffusion Language Model
EMNLP 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models
EMNLP 2025
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture
EMNLP 2025
HUST: High-Fidelity Unbiased Skin Tone Estimation via Texture Quantization
ICCV 2025
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
CVPR 2025
ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization
ICCV 2025
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