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)

D^3CTTA: Domain-Dependent Decorrelation for Continual Test-Time Adaption of 3D LiDAR Segmentation CVPR 2025 D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025 daalft at SemEval-2025 Task 1: Multi-step Zero-shot Multimodal Idiomaticity Ranking SemEval 2025 DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models AAAI 2025 DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025 DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025 DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization EMNLP 2025 DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection ICCV 2025 DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025 DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025 daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025 DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation COLING 2025 DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis MIDL 2025 Dagger Behind Smile: Fool LLMs with a Happy Ending Story EMNLP 2025 DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025 DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models ICML 2025 DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data ICCV 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 DAMA: Data- and Model-aware Alignment of Multi-modal LLMs ICML 2025 DAMAGE: Detecting Adversarially Modified AI Generated Text COLING 2025 DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025 DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025