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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
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966
4,853
5,823
2000
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Papers (including subtopics)

Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models NeurIPS 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 Idiographic Personality Gaussian Process for Psychological Assessment NeurIPS 2024 Idiom Complexity in Apple-Pie Order: The Disentanglement of Decomposability and Transparency COLING 2024 If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024 IF-Font: Ideographic Description Sequence-Following Font Generation NeurIPS 2024 ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning SemEval 2024 iHealth-Chile-3&2 at RRG24: Template Based Report Generation ACL 2024 IIRP-Net: Iterative Inference Residual Pyramid Network for Enhanced Image Registration CVPR 2024 IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes SemEval 2024 ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation COLING 2024 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 I love pineapple on pizza != I hate pineapple on pizza: Stance-Aware Sentence Transformers for Opinion Mining EMNLP 2024 Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network AAAI 2024 Image Clustering Conditioned on Text Criteria ICLR 2024 Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models ICLR 2024 Image Inpainting via Iteratively Decoupled Probabilistic Modeling ICLR 2024 Image Manipulation Detection With Implicit Neural Representation and Limited Supervision ECCV 2024 ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms ICLR 2024 Image Processing GNN: Breaking Rigidity in Super-Resolution CVPR 2024 Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024 Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually AAAI 2024 Imbalance-aware loss functions improve medical image classification MIDL 2024 IMGTB: A Framework for Machine-Generated Text Detection Benchmarking ACL 2024 IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024