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

'20

'25

Papers (including subtopics)

BSFA: Leveraging the Subspace Dichotomy to Accelerate Neural Network Training EMNLP 2025 BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing ICML 2025 B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners ICLR 2025 BTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP ICLR 2025 BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models EMNLP 2025 BTS: Harmonizing Specialized Experts into a Generalist LLM EMNLP 2025 BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025 Budget Allocation Exploiting Label Correlation between Instances UAI 2025 Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling ICLR 2025 BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments AISTATS 2025 BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution AAAI 2025 BUFFER-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes ICCV 2025 Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025 Building a Functional Machine Translation Corpus for Kpelle ACL 2025 Building a Long Text Privacy Policy Corpus with Multi-Class Labels ACL 2025 Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025 Building an Elastic Block Storage over EBOFs Using Shadow Views NSDI 2025 Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity ACL 2025 Building Conformal Prediction Intervals with Approximate Message Passing UAI 2025 Building Data-Driven Occupation Taxonomies: A Bottom-Up Multi-Stage Approach via Semantic Clustering and Multi-Agent Collaboration EMNLP 2025 Building Japanese Creativity Benchmarks and Applying them to Enhance LLM Creativity ACL 2025 Building Massive MIMO Baseband Processing on a Single-Node Supercomputer NSDI 2025 Building Math Agents with Multi-Turn Iterative Preference Learning ICLR 2025 Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025