conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Loss Functions

1,162 papers

Papers per year

1
7
18
120
106
'05
'10
'15
'20
'25

Papers

Conditional Temporal Neural Processes with Covariance Loss ICML 2021
Lower-Bounded Proper Losses for Weakly Supervised Classification ICML 2021
Learning Generalized Intersection Over Union for Dense Pixelwise Prediction ICML 2021
Asymmetric Loss Functions for Learning with Noisy Labels ICML 2021
Hierarchical Class-Based Curriculum Loss IJCAI 2021
Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021
Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study IJCAI 2021
Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021
Learning from Complementary Labels via Partial-Output Consistency Regularization IJCAI 2021
Hierarchical Modeling of Label Dependency and Label Noise in Fine-grained Entity Typing IJCAI 2021
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction IJCNLP 2021
Semi-Supervised Text Classification with Balanced Deep Representation Distributions IJCNLP 2021
A Cognitive Regularizer for Language Modeling IJCNLP 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding IJCNLP 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation IJCNLP 2021
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models IJCNLP 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning IJCNLP 2021
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection IJCNLP 2021
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection IJCNLP 2021
HumorHunter at SemEval-2021 Task 7: Humor and Offense Recognition with Disentangled Attention IJCNLP 2021
Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement INTERSPEECH 2021
Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder INTERSPEECH 2021
GAN Vocoder: Multi-Resolution Discriminator Is All You Need INTERSPEECH 2021
ASR Posterior-Based Loss for Multi-Task End-to-End Speech Translation INTERSPEECH 2021