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)

A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs CVPR 2025 A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025 A Stochastic Approach to the Subset Selection Problem via Mirror Descent ICLR 2025 ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts EMNLP 2025 ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks ICLR 2025 Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following EMNLP 2025 A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025 AsTree: An Audio Subscription Architecture Enabling Massive-Scale Multi-Party Conferencing NSDI 2025 AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data ICLR 2025 AstroLoc: Robust Space to Ground Image Localizer ICCV 2025 AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers AACL 2025 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models ICML 2025 A Structural Complexity Analysis of Hierarchical Task Network Planning IJCAI 2025 A Study on Leveraging Search and Self-Feedback for Agent Reasoning ACL 2025 Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025 A Survey of Cognitive Distortion Detection and Classification in NLP EMNLP 2025 A Survey of Generative Information Extraction COLING 2025 A Survey of LLM-Based Applications in Programming Education: Balancing Automation and Human Oversight EMNLP 2025 A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025 A Survey of Post-Training Scaling in Large Language Models ACL 2025 A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism AACL 2025 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 A Survey of Structural Entropy: Theory, Methods, and Applications IJCAI 2025 A Survey on Automated Distractor Evaluation in Multiple-Choice Tasks ACL 2025 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025