Skip to content
conftrace_

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
'10
'15
'20
'25

Papers (including subtopics)

AnimalClue: Recognizing Animals by their Traces ICCV 2025 An in depth look at the Procrustes-Wasserstein distance: properties and barycenters ICML 2025 An Information Criterion for Controlled Disentanglement of Multimodal Data ICLR 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 An Information-theoretic Perspective of Hierarchical Clustering on Graphs UAI 2025 AniSan@NLU of Devanagari Script Languages 2025: Optimizing Language Identification with Ensemble Learning COLING 2025 Annotating and Inferring Compositional Structures in Numeral Systems Across Languages ACL 2025 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 A No Free Lunch Theorem for Human-AI Collaboration AAAI 2025 AnoLLM: Large Language Models for Tabular Anomaly Detection ICLR 2025 AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios CVPR 2025 A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation ICLR 2025 An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 Another Approach to Agreement Measurement and Prediction with Emotion Annotations ACL 2025 A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators ICML 2025 A Novel Computational Modeling Foundation for Automatic Coherence Assessment NAACL 2025 A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance ACL 2025 A Novel Perspective for Multi-Modal Multi-Label Skin Lesion Classification WACV 2025 A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost NAACL 2025 Answering Narrative-Driven Recommendation Queries via a Retrieve–Rank Paradigm and the OCG-Agent EMNLP 2025 ANTHROPOS-V: Benchmarking the Novel Task of Crowd Volume Estimation WACV 2025 any4: Learned 4-bit Numeric Representation for LLMs ICML 2025