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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40

51

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942

818

966

1,394

2,092

3,114

4,415

4,853

5,064

5,371

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5,823

1,475

2000

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Papers (including subtopics)

Late to the Party? On-Demand Unlabeled Personalized Federated Learning WACV 2024 Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time ACL 2024 LaWa: Using Latent Space for In-Generation Image Watermarking ECCV 2024 Layer-wise Regularized Dropout for Neural Language Models COLING 2024 Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024 Laying Anchors: Semantically Priming Numerals in Language Modeling NAACL 2024 LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies ICML 2024 LCGbank: A Corpus of Syntactic Analyses Based on Proof Nets COLING 2024 LCOT: Linear Circular Optimal Transport ICLR 2024 LeadEmpathy: An Expert Annotated German Dataset of Empathy in Written Leadership Communication COLING 2024 LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024 Learnability Gaps of Strategic Classification COLT 2024 Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models Interspeech 2024 Learnable Privacy Neurons Localization in Language Models ACL 2024 Learned Lossless Image Compression based on Bit Plane Slicing CVPR 2024 Learned Trajectory Embedding for Subspace Clustering CVPR 2024 Learned Transformer Position Embeddings Have a Low-Dimensional Structure ACL 2024 Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering CVPR 2024 Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement ICML 2024 Learning 1D Causal Visual Representation with De-focus Attention Networks NeurIPS 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning Accurate and Interpretable Decision Trees UAI 2024 Learning Action and Reasoning-Centric Image Editing from Videos and Simulation NeurIPS 2024 Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024 Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers AISTATS 2024