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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Papers (including subtopics)

Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection AAAI 2024 SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features AAAI 2024 SharedCon: Implicit Hate Speech Detection using Shared Semantics ACL 2024 Shared Task for Cross-lingual Classification of Corporate Social Responsibility (CSR) Themes and Topics COLING 2024 Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text SemEval 2024 Sharif-STR at SemEval-2024 Task 1: Transformer as a Regression Model for Fine-Grained Scoring of Textual Semantic Relations SemEval 2024 Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024 Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning ICLR 2024 Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024 Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NeurIPS 2024 Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning ICLR 2024 ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SemEval 2024 SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions EMNLP 2024 Should you use a probabilistic duration model in TTS? Probably! Especially for spontaneous speech Interspeech 2024 Shuffled Deep Regression AAAI 2024 SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States ICML 2024 SIERA: An Evaluation Metric for Text Simplification using the Ranking Model and Data Augmentation by Edit Operations COLING 2024 SIEVE is Simpler than LRU: an Efficient Turn-Key Eviction Algorithm for Web Caches NSDI 2024 Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024 SigmML: Metric Meta-Learning for Writer Independent Offline Signature Verification in the Space of SPD Matrices WACV 2024 Signals as Features: Predicting Error/Success in Rhetorical Structure Parsing EACL 2024 Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024 Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs ICML 2024 Sign Language Translation with Sentence Embedding Supervision ACL 2024 SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024