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Deep Learning

1752 directly classified papers

Papers per year

Papers

Extending Neural P-Frame Codecs for B-Frame Coding ICCV 2021
RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021
Traffic Forecasting using Vehicle-to-Vehicle Communication L4DC 2021
COMISR: Compression-Informed Video Super-Resolution ICCV 2021
A Closer Look at Rotation-Invariant Deep Point Cloud Analysis ICCV 2021
Distributional Robustness Loss for Long-Tail Learning ICCV 2021
Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021
Nonlinear Data-Enabled Prediction and Control L4DC 2021
Neural Lyapunov Redesign L4DC 2021
Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection CVPR 2021
IronMask: Modular Architecture for Protecting Deep Face Template CVPR 2021
Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings CVPR 2021
REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021
Neural Temporal Point Processes: A Review IJCAI 2021
Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network IJCAI 2021
k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks IJCAI 2021
Learning Deeper Non-Monotonic Networks by Softly Transferring Solution Space IJCAI 2021
Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces IJCAI 2021
Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion IJCAI 2021
Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021
Machine Translation with Pre-specified Target-side Words Using a Semi-autoregressive Model ACL 2021
Fast and Accurate Neural Machine Translation with Translation Memory ACL 2021
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021