conftrace_

Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Diffusion Feedback Helps CLIP See Better ICLR 2025 Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images ICLR 2025 DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing ICLR 2025 Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025 Diffusion-Guided Multi-Arm Motion Planning CoRL 2025 Diffusion Guided Propagation Augmentation for Popularity Prediction IJCAI 2025 DiffusionIMU: Diffusion-Based Inertial Navigation with Iterative Motion Refinement IJCAI 2025 Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation WACV 2025 Diffusion Model is Effectively Its Own Teacher CVPR 2025 Diffusion Model Patching via Mixture-of-Prompts AAAI 2025 Diffusion Models are Evolutionary Algorithms ICLR 2025 Diffusion Models as Cartoonists: The Curious Case of High Density Regions ICLR 2025 Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints AISTATS 2025 Diffusion Models for Attribution AAAI 2025 Diffusion Models for Robotics AAAI 2025 Diffusion Models Through a Global Lens: Are They Culturally Inclusive? ACL 2025 Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models ICLR 2025 Diffusion On Syntax Trees For Program Synthesis ICLR 2025 Diffusion Sampling Correction via Approximately 10 Parameters ICML 2025 Diffusion Self-Distillation for Zero-Shot Customized Image Generation CVPR 2025 Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data ICLR 2025 DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025 Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion AAAI 2025 Digital Gatekeepers: Google’s Role in Curating Hashtags and Subreddits ACL 2025 Digital Tongues: Internet Language, Collective Identity, and Implications for Human-Computer Interaction EMNLP 2025