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

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55

40

51

225

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249

257

357

364

480

942

818

966

1,394

2,092

3,114

4,415

4,853

5,064

5,371

5,992

6,412

5,823

1,475

2000

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Papers (including subtopics)

Similarity-Navigated Conformal Prediction for Graph Neural Networks NeurIPS 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 SimLex-999 for Dutch COLING 2024 SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation EMNLP 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 Simple Orthogonal Graph Representation Learning (Student Abstract) AAAI 2024 Simple Weak Coresets for Non-decomposable Classification Measures AAAI 2024 Simplicial Representation Learning with Neural k-Forms ICLR 2024 Simplified and Generalized Masked Diffusion for Discrete Data NeurIPS 2024 Simplifying Latent Dynamics with Softly State-Invariant World Models NeurIPS 2024 SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning ICML 2024 Simulation-Based Inference with Quantile Regression ICML 2024 Simulation-Based Stacking AISTATS 2024 Simulation-Free Training of Neural ODEs on Paired Data NeurIPS 2024 Sina at FigNews 2024: Multilingual Datasets Annotated with Bias and Propaganda. ACL 2024 SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text SemEval 2024 Single Domain Generalization for Crowd Counting CVPR 2024 Single-Model and Any-Modality for Video Object Tracking CVPR 2024 Single-Model Attribution of Generative Models Through Final-Layer Inversion ICML 2024 SingOMD: Singing Oriented Multi-resolution Discrete Representation Construction from Speech Models Interspeech 2024 SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation ACL 2024 SkeletonGait: Gait Recognition Using Skeleton Maps AAAI 2024 SketchINR: A First Look into Sketches as Implicit Neural Representations CVPR 2024 Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels AISTATS 2024