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)

SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution With Skip-Transformer ICCV 2021 SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain NAACL 2021 Social-DPF: Socially Acceptable Distribution Prediction of Futures AAAI 2021 Social Media Variety Geolocation with geoBERT EACL 2021 SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition CVPR 2021 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021 Soft Tensor Regression JMLR 2021 SOLAR: Sparse Orthogonal Learned and Random Embeddings ICLR 2021 Solving Machine Learning Problems ACML 2021 Solving Soft Clustering Ensemble via k-Sparse Discrete Wasserstein Barycenter NeurIPS 2021 “Something Something Hota Hai!” An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data EMNLP 2021 SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map EMNLP 2021 SORNet: Spatial Object-Centric Representations for Sequential Manipulation CoRL 2021 Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021 SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform ICML 2021 Source and Vocal Tract Cues for Speech-Based Classification of Patients with Parkinson’s Disease and Healthy Subjects Interspeech 2021 Source Identification for Mixtures of Product Distributions COLT 2021 Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer ACL 2021 Space-Time-Separable Graph Convolutional Network for Pose Forecasting ICCV 2021 SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables IJCAI 2021 SpanEmo: Casting Multi-label Emotion Classification as Span-prediction EACL 2021 SpanNER: Named Entity Re-/Recognition as Span Prediction ACL 2021 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 SpanPredict: Extraction of Predictive Document Spans with Neural Attention NAACL 2021 Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021