Skip to content
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
51
357
966
4,853
5,823
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024 AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024 A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation ICLR 2024 A Hierarchical Sequence-to-Set Model with Coverage Mechanism for Aspect Category Sentiment Analysis COLING 2024 AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval CVPR 2024 A Hybrid Global-Local Perception Network for Lane Detection AAAI 2024 AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations SemEval 2024 AIMA at SemEval-2024 Task 3: Simple Yet Powerful Emotion Cause Pair Analysis SemEval 2024 AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 SemEval 2024 AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue NAACL 2024 AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction ICLR 2024 AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity CoNLL 2024 A Joint Approach for Automatic Analysis of Reading and Writing Errors COLING 2024 A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction AAAI 2024 A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification Interspeech 2024 AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models IJCAI 2024 A Kernel Perspective on Distillation-based Collaborative Learning NeurIPS 2024 A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024 A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification AAAI 2024 A Label is Worth A Thousand Images in Dataset Distillation NeurIPS 2024 A Language Model’s Guide Through Latent Space ICML 2024 A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition Interspeech 2024 A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models Interspeech 2024 ALBA: Adaptive Language-Based Assessments for Mental Health NAACL 2024 AlclaM: Arabic Dialect Language Model ACL 2024