Models
20,488 papers (23 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Generative Models (8,597)
Diffusion Models (6,478)
Large Language Models (2,815)
Variational Inference (2,186)
Vision-Language Models (839)
Language Models (763)
Foundation Models (330)
Language Modeling (92)
Variational Autoencoders (67)
Neural Radiance Fields (46)
Sequence-to-Sequence (42)
Variational Autoencoder (24)
Papers per year
2
1
2
10
11
10
13
21
25
32
42
29
68
99
237
538
946
1,088
1,362
1,486
2,589
4,304
5,567
2,006
'5
'10
'15
'20
'25
Papers (including subtopics)
Towards Highly-Constrained Human Motion Generation with Retrieval-Guided Diffusion Noise Optimization
CVPR 2026
Towards High-resolution and Disentangled Reference-based Sketch Colorization
CVPR 2026
Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations
AAAI 2026
Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers
CVPR 2026
Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models
CVPR 2026
Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline
AAAI 2026
Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing
AAAI 2026
Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise
AAAI 2026
Towards Open-Vocabulary Industrial Defect Understanding with a Large-Scale Multimodal Dataset
CVPR 2026
Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework
CVPR 2026
Towards Privacy-Protected Generalized Gaze Estimation Using Diffusion Models and Domain Stability Adaptation Framework
AAAI 2026
Towards Provably Secure and Highly Robust Generative Image Steganography Leveraging Latent Diffusion Model
AAAI 2026
Towards Realistic and Consistent Orbital Video Generation via 3D Foundation Priors
CVPR 2026
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training
CVPR 2026
Towards Robust Sequential Decomposition for Complex Image Editing
CVPR 2026
Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models
AAAI 2026
Towards Storytelling Animations: Joint Synthesis of Human and Camera Motions
CVPR 2026
Towards Streaming Referring Video Segmentation via Large Language Model
CVPR 2026
Towards Synthesizing High-Dimensional Tabular Data with Limited Samples
AAAI 2026
Towards Unified Human Perception and Machine Understanding: Token Flow Guided Compression Framework
CVPR 2026
Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance
AAAI 2026
T⋆: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning
ACL 2026
TraceTrans: Translation and Spatial Tracing for Surgical Prediction
AAAI 2026
Tracking-Guided 4D Generation: Foundation-Tracker Motion Priors for 3D Model Animation
CVPR 2026
Tractable Sharpness-Aware Learning of Probabilistic Circuits
AAAI 2026