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)

LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization COLING 2025 Lasso Bandit with Compatibility Condition on Optimal Arm ICLR 2025 LastingBench: Defend Benchmarks Against Knowledge Leakage EMNLP 2025 Last-iterate Convergence in Regularized Graphon Mean Field Game AAAI 2025 Last Iterate Convergence of Incremental Methods as a Model of Forgetting ICLR 2025 Last-iterate Convergence of Shuffling Momentum Gradient Method under the Kurdyka-Lojasiewicz Inequality JMLR 2025 Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games ICLR 2025 Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging SemEval 2025 LAST SToP for Modeling Asynchronous Time Series ICML 2025 LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news SemEval 2025 LATE-GIL-NLP at SemEval-2025 Task 11: Multi-Language Emotion Detection and Intensity Classification Using Transformer Models with Optimized Loss Functions for Imbalanced Data SemEval 2025 Latent Action Learning Requires Supervision in the Presence of Distractors ICML 2025 Latent Action Pretraining from Videos ICLR 2025 Latent Bayesian Optimization via Autoregressive Normalizing Flows ICLR 2025 Latent Diffusion-Enhanced Virtual Try-On via Optimized Pseudo-Label Generation AAAI 2025 Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ACL 2025 Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025 Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data ICLR 2025 Latent Expression Generation for Referring Image Segmentation and Grounding ICCV 2025 Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025 LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. CVPR 2025 Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing ICML 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data ICML 2025