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

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'25

Papers (including subtopics)

MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data CVPR 2025 MEH: A Multi-Style Dataset and Toolkit for Advancing Egyptian Hieroglyph Recognition ICCV 2025 MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP ACL 2025 MELODI: Exploring Memory Compression for Long Contexts ICLR 2025 Membership and Memorization in LLM Knowledge Distillation EMNLP 2025 Membership Inference Attacks with False Discovery Rate Control ICCV 2025 MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection WACV 2025 MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection ICCV 2025 MemeInterpret: Towards an All-in-One Dataset for Meme Understanding EMNLP 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025 Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers AAAI 2025 MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation ICCV 2025 ME: Modelling Ethical Values for Value Alignment AAAI 2025 Memories of Forgotten Concepts CVPR 2025 Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation ACL 2025 Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025 Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Memorization Sinks: Isolating Memorization during LLM Training ICML 2025 Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? EMNLP 2025 Memorization vs. Reasoning: Updating LLMs with New Knowledge ACL 2025 Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025 Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025