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)

OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching ACL 2025 P2 Law: Scaling Law for Post-Training After Model Pruning ACL 2025 P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025 p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models IJCNLP 2025 P3: Prompts Promote Prompting ACL 2025 PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025 PABBO: Preferential Amortized Black-Box Optimization ICLR 2025 PaCA: Partial Connection Adaptation for Efficient Fine-Tuning ICLR 2025 PAC-Bayes Analysis for Recalibration in Classification ICML 2025 PacGDC: Label-Efficient Generalizable Depth Completion with Projection Ambiguity and Consistency ICCV 2025 Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025 PAC Learning with Improvements ICML 2025 Pacmann: Efficient Private Approximate Nearest Neighbor Search ICLR 2025 PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models CVPR 2025 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer ICLR 2025 PAFT: Prompt-Agnostic Fine-Tuning EMNLP 2025 Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025 PahGen: Generating Ancient Pahlavi Text via Grammar-guided Zero-shot Translation NAACL 2025 PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection SemEval 2025 Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025 Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning ICLR 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy ICLR 2025 Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes ICML 2025 Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025