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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
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI)
IJCNLP 2025
Enhancing Stress Detection on Social Media Through Multi-Modal Fusion of Text and Synthesized Visuals
ACL 2025
Enhanced Importance Sampling Through Latent Space Exploration in Normalizing Flows
AAAI 2025
Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning
ACL 2025
Score-Based Diffusion Models in Function Space
JMLR 2025
Emotion Train at SemEval-2025 Task 11: Comparing Generative and Discriminative Models in Emotion Recognition
ACL 2025
AudioGenX: Explainability on Text-to-Audio Generative Models
AAAI 2025
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification
ACL 2025
Association Pattern-enhanced Molecular Representation Learning
AAAI 2025
Occlusion-Insensitive Talking Head Video Generation via Facelet Compensation
AAAI 2025
Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion
AAAI 2025
GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution
AAAI 2025
MEGA: Masked Generative Autoencoder for Human Mesh Recovery
CVPR 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
AAAI 2025
Sharpening Neural Implicit Functions with Frequency Consolidation Priors
AAAI 2025
VRVVC: Variable-Rate NeRF-Based Volumetric Video Compression
AAAI 2025
Scene Graph-Grounded Image Generation
AAAI 2025
ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization
ICCV 2025
Trade-offs in Image Generation: How Do Different Dimensions Interact?
ICCV 2025
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance
ICCV 2025
TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis
ICCV 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
ICCV 2025
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning In Text-to-Image Models
ICCV 2025
Blind Video Super-Resolution based on Implicit Kernels
ICCV 2025
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