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)

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning NAACL 2025 MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025 MimicGait: A Model Agnostic Approach for Occluded Gait Recognition using Correlational Knowledge Distillation WACV 2025 Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System ACL 2025 MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity AAAI 2025 Mimir: Improving Video Diffusion Models for Precise Text Understanding CVPR 2025 MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations ICLR 2025 MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection ACL 2025 MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality ACL 2025 Minder: Faulty Machine Detection for Large-scale Distributed Model Training NSDI 2025 MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times UAI 2025 Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 MIND: Math Informed syNthetic Dialogues for Pretraining LLMs ICLR 2025 Mind_Matrix at CQs-Gen 2025: Adaptive Generation of Critical Questions for Argumentative Interventions ACL 2025 MindPainter: Efficient Brain-Conditioned Painting of Natural Images via Cross-Modal Self-Supervised Learning AAAI 2025 MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification SemEval 2025 MindSimulator: Exploring Brain Concept Localization via Synthetic fMRI ICLR 2025 Mind the (Belief) Gap: Group Identity in the World of LLMs ACL 2025 Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025 Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems EMNLP 2025 Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs EMNLP 2025 Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching ICCV 2025 Mind the Gap: A Practical Attack on GGUF Quantization ICML 2025 Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations EMNLP 2025