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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
A Unifying Information-theoretic Perspective on Evaluating Generative Models
AAAI 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation
AAAI 2025
Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models
JMLR 2025
Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ICCV 2025
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection
ACL 2025
Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents
SEMEVAL 2025
A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing
IJCAI 2025
Decomposed Distribution Matching in Dataset Condensation
WACV 2025
RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling
AACL 2025
Phenotypic Profile-Informed Generation of Drug-Like Molecules via Dual-Channel Variational Autoencoders
IJCAI 2025
FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes
ACL 2025
Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents
ACL 2025
Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction
IJCAI 2025
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline
IJCAI 2025
MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification
IJCAI 2025
Dataset Ownership Verification for Pre-trained Masked Models
ICCV 2025
Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction
IJCAI 2025
Dialz: A Python Toolkit for Steering Vectors
ACL 2025
Tumor Synthesis Conditioned on Radiomics
WACV 2025
Multi-Spectral Image Color Reproduction
WACV 2025
WINE : Wavelet-Guided GAN Inversion and Editing for High-Fidelity Refinement
WACV 2025
Semantic and Sentiment Dual-Enhanced Generative Model for Script Event Prediction
COLING 2025
Improving the Effectiveness of Deep Generative Data
WACV 2024
Consistent Multimodal Generation via a Unified GAN Framework
WACV 2024
Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt
NAACL 2024
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