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)

Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025 Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient ICLR 2025 DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI 2025 DiffFNO: Diffusion Fourier Neural Operator CVPR 2025 DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector ICLR 2025 Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025 Difficulty Diversity and Plausibility: Dynamic Data-Free Quantization WACV 2025 Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025 DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025 DiffIP: Representation Fingerprints for Robust IP Protection of Diffusion Models ICCV 2025 DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models ACL 2025 DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination WACV 2025 Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models ICLR 2025 DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025 Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision ICLR 2025 DiffPuter: Empowering Diffusion Models for Missing Data Imputation ICLR 2025 DiffQRCoder: Diffusion-Based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement WACV 2025 DiffRefine: Diffusion-based Proposal Specific Point Cloud Densification for Cross-Domain Object Detection ICCV 2025 DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025 Diff-Shadow: Global-guided Diffusion Model for Shadow Removal AAAI 2025 DiffSkip: Differential Layer Skipping in Large Language Models ACL 2025 DiffSQL: Leveraging Diffusion Model for Zero-Shot Self-Supervised Monocular Depth Estimation IJCAI 2025 DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes ICCV 2025 DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching ICCV 2025 DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025