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)

DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance ICCV 2025 DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation ICLR 2025 DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models WACV 2025 DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025 DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation ICLR 2025 DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization ICML 2025 DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder AAAI 2025 DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025 DreamRelation: Relation-Centric Video Customization ICCV 2025 DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback NAACL 2025 DreamText: High Fidelity Scene Text Synthesis CVPR 2025 DreamTrack: Dreaming the Future for Multimodal Visual Object Tracking CVPR 2025 Dreamweaver: Learning Compositional World Models from Pixels ICLR 2025 DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately AAAI 2025 DReSD: Dense Retrieval for Speculative Decoding ACL 2025 DRES: Fake news detection by dynamic representation and ensemble selection EMNLP 2025 DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing ACL 2025 DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing ICLR 2025 DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation EMNLP 2025 Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases EMNLP 2025 DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025 Drift: Decoding-time Personalized Alignments with Implicit User Preferences EMNLP 2025 Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ACL 2025 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025 DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving ICCV 2025