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)

Lightweight Online Adaption for Time Series Foundation Model Forecasts ICML 2025 Lightweight Predictive 3D Gaussian Splats ICLR 2025 Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering ACL 2025 Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 ‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025 Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading AAAI 2025 Likelihood Variance as Text Importance for Resampling Texts to Map Language Models EMNLP 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025 LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025 LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025 Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them AAAI 2025 Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025 Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025 Limited-Resource Adapters Are Regularizers, Not Linguists ACL 2025 Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory ICLR 2025 Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data ICLR 2025 Limit-sure Reachability for Small Memory Policies in POMDPs is NP-complete UAI 2025 LIM: Large Interpolator Model for Dynamic Reconstruction CVPR 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 Linear Attention Modeling for Learned Image Compression CVPR 2025 Linear Bandits with Partially Observable Features ICML 2025 Linear combinations of latents in generative models: subspaces and beyond ICLR 2025 Linear Contextual Bandits With Interference ICML 2025