conftrace_

deep learning

2118 papers

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Also known as

DL

Co-occurring keywords

neural network (6616) text classification (6793) convolutional neural network (4226) representation learning (6206) transfer learning (5449) deep neural network (1803) attention mechanism (4001) natural language processing (2034) image classification (1944) feature learning (1311)

Papers

Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023
UniLG: A Unified Structure-aware Framework for Lyrics Generation ACL 2023
AutoKeras: An AutoML Library for Deep Learning JMLR 2023
Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023
Regularizing Towards Soft Equivariance Under Mixed Symmetries ICML 2023
LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning IJCAI 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition NIPS 2023
OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning IJCAI 2023
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification AAAI 2023
DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023
How Does Information Bottleneck Help Deep Learning? ICML 2023
MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning JMLR 2023
Parallel Neurosymbolic Integration with Concordia ICML 2023
Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes ICML 2023
Retrospective Uncertainties for Deep Models using Vine Copulas AISTATS 2023
Learning Deep Time-index Models for Time Series Forecasting ICML 2023
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones NIPS 2023
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions JMLR 2023
Understanding Backdoor Attacks through the Adaptability Hypothesis ICML 2023
Deep learning and low-resource languages: How much data is enough? A case study of three linguistically distinct South African languages EACL 2023
Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023
Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning ICML 2023
Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing EACL 2023