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)

Almost Sure Convergence of Dropout Algorithms for Neural Networks JMLR 2025 ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling ICML 2025 A Logic-based Framework for Decoding Enthymemes in Argument Maps Involving Implicitness in Premises and Claims IJCAI 2025 A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization ICML 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025 AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025 Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025 “AlphAI”: Teaching AI Algorithms to K12 by Training Learning Robots and Visualizing How It Works AAAI 2025 AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025 AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025 ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels Only WACV 2025 AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic ACL 2025 ALRMR-GEC: Adjusting Learning Rate Based on Memory Rate to Optimize the Edit Scorer for Grammatical Error Correction AAAI 2025 ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast & Slow Reasoning for Robust Agent Defense EMNLP 2025 ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025 ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025 Always Clear Depth: Robust Monocular Depth Estimation Under Adverse Weather IJCAI 2025 Always Skip Attention ICCV 2025 A Machine Learning Approach to Duality in Statistical Physics ICML 2025 Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data SemEval 2025 AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering EMNLP 2025