conftrace_
← Core Methods
Machine Learning › Core Methods ›

Classification

15,805 papers

Papers per year

2
26
134
262
1678
1390
'00
'05
'10
'15
'20
'25

Papers

The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations NIPS 2024
Improving Neural Network Surface Processing with Principal Curvatures NIPS 2024
DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge NIPS 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation NIPS 2024
Analysis of Corrected Graph Convolutions NIPS 2024
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities NIPS 2024
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets NIPS 2024
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs NIPS 2024
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection NIPS 2024
PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics NIPS 2024
Using Noise to Infer Aspects of Simplicity Without Learning NIPS 2024
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation NIPS 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration NIPS 2024
The iNaturalist Sounds Dataset NIPS 2024
Building Timeseries Dataset: Empowering Large-Scale Building Analytics NIPS 2024
To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation NIPS 2024
Optimal Batched Best Arm Identification NIPS 2024
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NIPS 2024
Graph Classification via Reference Distribution Learning: Theory and Practice NIPS 2024
Human Expertise in Algorithmic Prediction NIPS 2024
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal? NIPS 2024
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections NIPS 2024
HAWK: Learning to Understand Open-World Video Anomalies NIPS 2024
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024
Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification AAAI 2024