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)

AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025 AiMNLP@DravidianLangTech 2025: Unmask It! AI-Generated Product Review Detection in Dravidian Languages NAACL 2025 AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025 AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions ACL 2025 Aioli: A Unified Optimization Framework for Language Model Data Mixing ICLR 2025 AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025 AIpparel: A Multimodal Foundation Model for Digital Garments CVPR 2025 AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt EMNLP 2025 AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers AAAI 2025 AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025 A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning IJCAI 2025 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science EMNLP 2025 AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons CoRL 2025 Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems ICLR 2025 AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks AAAI 2025 AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation EMNLP 2025 AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning AAAI 2025 AI Sees Your Location—But With A Bias Toward The Wealthy World EMNLP 2025 AI Toolkit: Libraries and Essays for Exploring the Technology and Ethics Behind AI AAAI 2025 AI Tools Can Generate Misculture Visuals! Detecting Prompts Generating Misculture Visuals For Prevention ACL 2025 AI Writing Assistants in Tanzanian Universities: Adoption Trends, Challenges, and Opportunities NAACL 2025 A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents ACL 2025 Akatsuki-CIOL@DravidianLangTech 2025: Ensemble-Based Approach Using Pre-Trained Models for Fake News Detection in Dravidian Languages NAACL 2025