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)

Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations AISTATS 2025 Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025 Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025 Emerging Advances in Learned Video Compression: Models, Systems and Beyond IJCAI 2025 Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models ICLR 2025 emg2tendon: From sEMG Signals to Tendon Control in Musculoskeletal Hands RSS 2025 EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment ICLR 2025 EmoDB 2.0: A Database of Emotional Speech in a World that is not Black or White but Grey Interspeech 2025 EmoEdit: Evoking Emotions through Image Manipulation CVPR 2025 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025 EMOE: Modality-Specific Enhanced Dynamic Emotion Experts CVPR 2025 EmoGist: Efficient In-Context Learning for Visual Emotion Understanding EMNLP 2025 EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph ICML 2025 EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs NAACL 2025 EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN SemEval 2025 Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification ACL 2025 EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion AAAI 2025 EmoTa: A Tamil Emotional Speech Dataset COLING 2025 Emotion Train at SemEval-2025 Task 11: Comparing Generative and Discriminative Models in Emotion Recognition SemEval 2025 Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation EMNLP 2025 Empathy Prediction from Diverse Perspectives ACL 2025 Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios CVPR 2025 Empirical Error Estimates for Graph Sparsification AISTATS 2025 Empirical Evaluation of Loss Masking to Selectively Prevent Memorization ACL 2025