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)

Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024 SepVAE: a contrastive VAE to separate pathological patterns from healthy ones MIDL 2024 SeqRank: Sequential Ranking of Salient Objects AAAI 2024 SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024 Sequence Shortening for Context-Aware Machine Translation EACL 2024 Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives COLING 2024 Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024 Sequential Disentanglement by Extracting Static Information From A Single Sequence Element ICML 2024 Sequential Modeling Enables Scalable Learning for Large Vision Models CVPR 2024 Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract) AAAI 2024 Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks NeurIPS 2024 Serialized Output Training by Learned Dominance Interspeech 2024 Serving MPE Queries on Tensor Networks by Computing Derivatives PGM 2024 Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 Set Prediction Guided by Semantic Concepts for Diverse Video Captioning AAAI 2024 SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation ICLR 2024 SGD Finds then Tunes Features in Two-Layer Neural Networks with near-Optimal Sample Complexity: A Case Study in the XOR problem ICLR 2024 SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth Map Super-resolution AAAI 2024 SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks CVPR 2024 Shadow Cones: A Generalized Framework for Partial Order Embeddings ICLR 2024 Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now CVPR 2024 ShadowSense: A Multi-annotated Dataset for Evaluating Word Sense Induction COLING 2024 Shape analysis for time series NeurIPS 2024 Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024