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)

AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025 Attribute Inference Attacks for Federated Regression Tasks AAAI 2025 Attribute-Missing Multi-view Graph Clustering CVPR 2025 Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025 Attributes Shape the Embedding Space of Face Recognition Models ICML 2025 Attributing Culture-Conditioned Generations to Pretraining Corpora ICLR 2025 Attributive Reasoning for Hallucination Diagnosis of Large Language Models AAAI 2025 A Two-Head Loss Function for Deep Average-K Classification WACV 2025 A Two-Stage Learning-to-Defer Approach for Multi-Task Learning ICML 2025 A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025 Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SemEval 2025 AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation ICCV 2025 Audio-Based Crowd-Sourced Evaluation of Machine Translation Quality EMNLP 2025 AudioBench: A Universal Benchmark for Audio Large Language Models NAACL 2025 Audio Large Language Models Can Be Descriptive Speech Quality Evaluators ICLR 2025 Audio-Visual Adaptive Fusion Network for Question Answering Based on Contrastive Learning AAAI 2025 Audio-Visual Semantic Graph Network for Audio-Visual Event Localization CVPR 2025 Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025 Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025 Auditing Political Bias in Text Generation by GPT-4 using Sociocultural and Demographic Personas: Case of Bengali Ethnolinguistic Communities AACL 2025 AUEB-Archimedes at RIRAG-2025: Is Obligation concatenation really all you need? COLING 2025 AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution ICLR 2025 Augmented Adversarial Trigger Learning NAACL 2025 Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025 Augmented Deep Contexts for Spatially Embedded Video Coding CVPR 2025