sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel
Classification

sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification

24 August 2021

Gabriel Bénédict

Maarten de Rijke

Papers citing "sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification"

15 / 15 papers shown

Title
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 28 1 0 28 Jan 2025
Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024 Anthony Miyaguchi Patcharapong Aphiwetsa Mark McDuffie 16 1 0 08 Jul 2024
Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024 Anthony Miyaguchi Adrian Cheung Murilo Gustineli Ashley Kim 33 1 0 08 Jul 2024
AnyLoss: Transforming Classification Metrics into Loss Functions Doheon Han Nuno Moniz Nitesh V. Chawla 22 2 0 23 May 2024
Transformer models classify random numbers Rishabh Goel YiZi Xiao Ramin Ramezani 17 0 0 06 May 2024
Predicting machine failures from multivariate time series: an industrial case study Nicolò Oreste Pinciroli Vago Francesca Forbicini Piero Fraternali AI4CE 28 6 0 27 Feb 2024
Predicting O-GlcNAcylation Sites in Mammalian Proteins with Transformers and RNNs Trained with a New Loss Function Pedro Seber 19 2 0 27 Feb 2024
EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation Maryam Nadeem Raza Imam Rouqaiah Al-Refai Meriem Chkir M. Hoda Abdulmotaleb El Saddik 20 0 0 13 Jan 2024
Simple Weak Coresets for Non-Decomposable Classification Measures Jayesh Malaviya Anirban Dasgupta Rachit Chhaya 13 0 0 15 Dec 2023
Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal Anastasiia Sedova Lena Zellinger Benjamin Roth 9 2 0 07 Jun 2023
Do Machine Learning Models Learn Statistical Rules Inferred from Data? Aaditya Naik Yinjun Wu Mayur Naik Eric Wong 6 4 0 02 Mar 2023
EXACT: How to Train Your Accuracy I. Karpukhin Stanislav Dereka Sergey Kolesnikov 6 0 0 19 May 2022
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 16 3 0 08 Apr 2022
Deep Learning Approach for Aggressive Driving Behaviour Detection Farid Talebloo E. Mohammed B. Far 10 7 0 08 Nov 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020