Online Continual Learning with Maximal Interfered Retrieval

Rahaf Aljundi, Eugene Belilovsky, Tinne Tuytelaars, +4

arXiv (Cornell University)

Artificial IntelligenceIncremental LearningEngineeringMachine LearningSequential Learning +14

CLIP-Mesh: Generating textured meshes from text using pretrained image-text models

Nasir Mohammad Khalid, Tianhao Xie, Eugene Belilovsky, +1

EngineeringComputer-aided DesignStyle TransferMultimodal LlmImage Analysis +14

Scaling the Scattering Transform: Deep Hybrid Networks

Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko

Convolutional Neural NetworkMachine VisionMachine LearningData ScienceImage Analysis +12

Kymatio: Scattering Transforms in Python

Mathieu Andreux, Tomás Angles, Georgios Exarchakis, +9

arXiv (Cornell University)

Scattering Networks for Hybrid Representation Learning

Edouard Oyallon, Sergey Zagoruyko, Gabriel Huang, +4

IEEE Transactions on Pattern Analysis and Machine Intelligence

Online Continual Learning with Maximally Interfered Retrieval

Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, +4

arXiv (Cornell University)

Artificial IntelligenceOnline Continual LearningContinual LearningLearning AgentEngineering +13

Probing Representation Forgetting in Supervised and Unsupervised Continual Learning

MohammadReza Davari, Nader Asadi, Sudhir P. Mudur, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Incremental LearningEngineeringMachine LearningSequential LearningCognition +16

New Insights on Reducing Abrupt Representation Change in Online Continual Learning

Lucas Caccia, Rahaf Aljundi, Nader Asadi, +3

arXiv (Cornell University)

Artificial IntelligenceIncremental LearningEngineeringMachine LearningSequential Learning +22

Online Learned Continual Compression with Adaptive Quantization Modules

Lucas Caccia, Eugene Belilovsky, M. Caccia, +1

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceModel Compression +11

A Test of Relative Similarity For Model Selection in Generative Models

Wacha Bounliphone, Eugene Belilovsky, Matthew B. Blaschko, +2

Lirias (KU Leuven)