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

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942

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1,394

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3,114

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4,853

5,064

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1,475

2000

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Papers (including subtopics)

Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization Interspeech 2024 Speaker Verification in Agent-generated Conversations ACL 2024 Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024 SpeAr: A Spectral Approach for Zero-Shot Node Classification NeurIPS 2024 SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series IJCAI 2024 Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks JMLR 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract) COLT 2024 Spectral learning of multivariate extremes JMLR 2024 Spectral Learning of Shared Dynamics Between Generalized-Linear Processes NeurIPS 2024 Spectrally Transformed Kernel Regression ICLR 2024 Spectral Regularized Kernel Goodness-of-Fit Tests JMLR 2024 Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation CVPR 2024 Specularity Factorization for Low-Light Enhancement CVPR 2024 Speech Topic Classification Based on Multi-Scale and Graph Attention Networks Interspeech 2024 SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back NAACL 2024 Spherical Rotation Dimension Reduction with Geometric Loss Functions JMLR 2024 SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024 Spiking Graph Neural Network on Riemannian Manifolds NeurIPS 2024 Spline-based Transformers ECCV 2024 Split-and-Denoise: Protect large language model inference with local differential privacy ICML 2024 Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting ICML 2024 SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World CVPR 2024 Spoken Word2Vec: Learning Skipgram Embeddings from Speech Interspeech 2024 Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio Interspeech 2024