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)

Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024 Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NeurIPS 2024 Advection Augmented Convolutional Neural Networks NeurIPS 2024 Adversarial Likelihood Estimation With One-Way Flows WACV 2024 Adversarially Balanced Representation for Continuous Treatment Effect Estimation AAAI 2024 Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework ICML 2024 Adversarially-Robust Inference on Trees via Belief Propagation COLT 2024 Adversarial Schrödinger Bridge Matching NeurIPS 2024 Adversarial Score Distillation: When score distillation meets GAN CVPR 2024 Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024 aeon: a Python Toolkit for Learning from Time Series JMLR 2024 A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition EMNLP 2024 A faster and simpler algorithm for learning shallow networks COLT 2024 AffilGood: Building reliable institution name disambiguation tools to improve scientific literature analysis ACL 2024 Affine Equivariant Networks Based on Differential Invariants CVPR 2024 Affine steerers for structured keypoint description ECCV 2024 A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research NAACL 2024 A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024 A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression JMLR 2024 A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening NeurIPS 2024 A Fourier Perspective of Feature Extraction and Adversarial Robustness IJCAI 2024 African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024 A Functional Extension of Semi-Structured Networks NeurIPS 2024 A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024 A General Framework for the Analysis of Kernel-based Tests JMLR 2024