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)

Multi-Sense Embeddings for Language Models and Knowledge Distillation ACL 2025 Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025 Multisensory Machine Intelligence AAAI 2025 Multi-Session Budget Optimization for Forward Auction-based Federated Learning ICML 2025 MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay AAAI 2025 MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025 Multispectral Demosaicing via Dual Cameras ICCV 2025 Multi-Spectral Image Color Reproduction WACV 2025 Multispectral Object Detection Enhanced by Cross-Modal Information Complementary and Cosine Similarity Channel Resampling Modules WACV 2025 Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025 Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025 Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval COLING 2025 Multi-Strategy Named Entity Recognition System for Ancient Chinese NAACL 2025 Multi-subject Open-set Personalization in Video Generation CVPR 2025 Multi-Subspace Matrix Recovery from Permuted Data AAAI 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-Based Indoor Localization WACV 2025 Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries ACL 2025 Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation ICLR 2025 Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025 Multi-Task Learning approach to identify sentences with impact and affected location in a disaster news report ACL 2025 Multi-Task Learning of Classification and Generation for Set-Structured Data WACV 2025 Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025 Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints AAAI 2025 Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition AAAI 2025