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

21

30

55

40

51

225

219

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

'5

'10

'15

'20

'25

Papers (including subtopics)

Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024 Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables NeurIPS 2024 Data Poisoning Attacks against Conformal Prediction ICML 2024 Dataset for Identification of Homophobia and Transphobia for Telugu, Kannada, and Gujarati COLING 2024 Data subsampling for Poisson regression with pth-root-link NeurIPS 2024 DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks ICLR 2024 Day-Night Cross-domain Vehicle Re-identification CVPR 2024 DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition Interspeech 2024 DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification Interspeech 2024 DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NeurIPS 2024 DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting NeurIPS 2024 DeBERTa at SemEval-2024 Task 9: Using DeBERTa for Defying Common Sense SemEval 2024 Debiased Collaborative Filtering with Kernel-Based Causal Balancing ICLR 2024 Debiased Novel Category Discovering and Localization AAAI 2024 Debiasing surgeon: fantastic weights and how to find them ECCV 2024 DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation ECCV 2024 Deciphering Assamese Vowel Harmony with Featural InfoWaveGAN Interspeech 2024 Deciphering Emotional Landscapes in the Iliad: A Novel French-Annotated Dataset for Emotion Recognition COLING 2024 Deciphering psycho-social effects of Eating Disorder : Analysis of Reddit Posts using Large Language Model(LLM)s and Topic Modeling EMNLP 2024 Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024 Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024 Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024 Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models ECCV 2024 Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations CVPR 2024 Decision boundary learning for safe vision-based navigation via Hamilton-Jacobi reachability analysis and support vector machine L4DC 2024