conftrace_

cross-entropy loss

151 papers

Explore in graph

Co-occurring keywords

loss function (462) representation learning (6206) deep neural network (1803) deep learning (2118) text classification (6793) semantic segmentation (3186) neural network (6616) convolutional neural network (4226) class imbalance (555) model calibration (232)

Papers

On the distribution of penultimate activations of classification networks UAI 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training NIPS 2021
TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021 ACL 2021
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU ICCV 2021
On Success and Simplicity: A Second Look at Transferable Targeted Attacks NIPS 2021
Tilting the playing field: Dynamical loss functions for machine learning ICML 2021
Orthogonal Projection Loss ICCV 2021
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021
Dissecting Supervised Contrastive Learning ICML 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021
Transferable Semantic Augmentation for Domain Adaptation CVPR 2021
AutoBalance: Optimized Loss Functions for Imbalanced Data NIPS 2021
Deep Neural Network Calibration for E2E Speech Recognition System INTERSPEECH 2021
Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021
Gradient Starvation: A Learning Proclivity in Neural Networks NIPS 2021
Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries ICML 2021
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective NIPS 2021
Deep Learning on Small Datasets without Pre-Training using Cosine Loss WACV 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020
Directional convergence and alignment in deep learning NIPS 2020
Semi-Supervised Learning for Video Captioning EMNLP 2020
Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers EMNLP 2020
Learning Robust Models for e-Commerce Product Search ACL 2020
Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses NIPS 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos AAAI 2020