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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
InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models
ICCV 2025
Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models
ICCV 2025
De Novo Molecular and Crystal Design with Latent Space Bayesian Optimization
AAAI 2025
A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract)
AAAI 2025
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
ACL 2025
Normal-NeRF: Ambiguity-Robust Normal Estimation for Highly Reflective Scenes
AAAI 2025
BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle
ACL 2025
Frequency-Aware Autoregressive Modeling for Efficient High-Resolution Image Synthesis
ICCV 2025
HITSZ’s End-To-End Speech Translation Systems Combining Sequence-to-Sequence Auto Speech Recognition Model and Indic Large Language Model for IWSLT 2025 in Indic Track
ACL 2025
Spatial Annealing for Efficient Few-shot Neural Rendering
AAAI 2025
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs
ICCV 2025
Generating Synthetic Relational Tabular Data via Structural Causal Models
ACL 2025
When Words Smile: Generating Diverse Emotional Facial Expressions from Text
EMNLP 2025
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture
EMNLP 2025
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models
EMNLP 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
EMNLP 2025
Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese
EMNLP 2025
Deep-Union Completion
AAAI 2025
Conditional [MASK] Discrete Diffusion Language Model
EMNLP 2025
Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval
AAAI 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection
ACL 2025
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization
ACL 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
EMNLP 2025
DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation
CVPR 2025
ARF-Plus: Controlling Perceptual Factors in Artistic Radiance Fields for 3D Scene Stylization
WACV 2025
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