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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
'5
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'25

Papers (including subtopics)

Elucidating the design space of language models for image generation ICML 2025 Elucidating the Design Space of Multimodal Protein Language Models ICML 2025 Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation ACL 2025 Embedding derived animacy rankings offer insights into the sources of grammatical animacy NAACL 2025 Embeddings for Numerical Features Using tanh Activation ACL 2025 Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models COLING 2025 EmbedLLM: Learning Compact Representations of Large Language Models ICLR 2025 Embodied Representation Alignment with Mirror Neurons ICCV 2025 Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective ICML 2025 Emergence of a High-Dimensional Abstraction Phase in Language Transformers ICLR 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 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 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025 EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph ICML 2025 EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN SemEval 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 Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences NAACL 2025 Empowering World Models with Reflection for Embodied Video Prediction ICML 2025 Enabling Optimal Decisions in Rehearsal Learning under CARE Condition ICML 2025