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)

Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Advancing Out-of-Distribution Detection via Local Neuroplasticity ICLR 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 Advancing Prompt-Based Methods for Replay-Independent General Continual Learning ICLR 2025 Advancing Research on Equitable AI Education Through a Focus on Implementation: Insights from a Middle School Computer Vision Module Beta-Test AAAI 2025 Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025 Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025 Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision IJCAI 2025 Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features AACL 2025 Advancing Text-to-3D Generation with Linearized Lookahead Variational Score Distillation ICCV 2025 Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025 Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language NAACL 2025 Advancing Weight and Channel Sparsification with Enhanced Saliency WACV 2025 Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ACL 2025 Advantage Alignment Algorithms ICLR 2025 Advantage-Guided Distillation for Preference Alignment in Small Language Models ICLR 2025 Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks CVPR 2025 AdvDisplay: Adversarial Display Assembled by Thermoelectric Cooler for Fooling Thermal Infrared Detectors AAAI 2025 AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? ICCV 2025 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025 Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025 Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025 Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models IJCAI 2025