conftrace_

incremental learning

278 papers

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Also known as

IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) semantic segmentation (3186) online learning (1777) representation learning (6206) object detection (2762) domain adaptation (4595) active learning (1301)

Papers

Mnemonics Training: Multi-Class Incremental Learning Without Forgetting CVPR 2020
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis EMNLP 2020
Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020
Memory Augmented Neural Model for Incremental Session-based Recommendation IJCAI 2020
Incremental learning of EMG-based control commands using Gaussian Processes CORL 2020
Extensible Cross-Modal Hashing IJCAI 2019
Self-Organizing Incremental Neural Networks for Continual Learning IJCAI 2019
Incremental Few-Shot Learning with Attention Attractor Networks NIPS 2019
Large Scale Incremental Learning CVPR 2019
Random Path Selection for Continual Learning NIPS 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions ICCV 2019
Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration RSS 2019
Deep Incremental Hashing Network for Efficient Image Retrieval CVPR 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL 2019
Towards Incremental Learning of Word Embeddings Using Context Informativeness ACL 2019
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel AAAI 2019
Stochastic Gradient Trees ACML 2019
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods NIPS 2019
Incremental Learning Using Conditional Adversarial Networks ICCV 2019
Learning Without Memorizing CVPR 2019
Incremental Object Learning From Contiguous Views CVPR 2019
Incremental Learning of Planning Actions in Model-Based Reinforcement Learning IJCAI 2019
Incremental Few-Shot Learning for Pedestrian Attribute Recognition IJCAI 2019