Sara Folchini | ContinualAI UNCONF 2023 #8 | Paper Session #1 ContinualAI 2,96 тыс. подписчиков Скачать
ICCV 23 Tutorial: Visual Recognition Beyond the Comfort Zone: Adapting to Unseen Concepts on the Fly Скачать
When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics Скачать
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks Скачать
[Open World Lifelong Learning Course] Lecture #11: Continual reinforcement learning - Massimo Caccia Скачать
[Open World Lifelong Learning Course] Lecture #10: The role of soft + hardware & PyTorch Avalanche Скачать
[Open World Lifelong Learning Course] Lecture #8: Learning & prediction in presence of the unknown Скачать
[Open World Lifelong Learning Course] Lecture #7: Evaluation - what to measure & general challenges Скачать
[Open World Lifelong Learning Course] Lecture #4: Rehearsal - knowledge retention/forgetting part 2 Скачать
[Open World Lifelong Learning Course] Lecture #3: knowledge retention, optimization & forgetting Скачать
[Open World Lifelong Learning Course] Lecture #2: knowledge transfer, adaptation, continual learning Скачать
CLAI Seminar: "S-IL: Natural continual learning: success is a journey, not (just) a destination" Скачать
ContinualAI Seminars: "A Procedural World Generation Framework for Systematic Evaluation of CL" Скачать
ContinualAI Seminars: "Always Be Dreaming: A New Approach forData-Free Class-Incremental Learning" Скачать
CLVision: "ILCOC: An Incremental Learning Framework based on Contrastive One-class Classifiers" Скачать
CLVision Poster: " Cross-Domain Multi-task Learning for Object Detection and Saliency Estimation" Скачать
CLVision Poster: "Class-Incremental Experience Replay for Continual Learning under Concept Drift" Скачать
CLVision Poster: "IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay" Скачать
CLVision: "Supervised Contrastive Replay: Revisiting NCM Classifier in Online Class-Incremental CL" Скачать
CLVision: "Neural Architecture Search of Deep Priors: Towards CL without Catastrophic Interference" Скачать
ContinualAI RG: "Replay in Deep Learning: Current Approaches and Missing Biological Elements" Скачать
ContinualAI RG: "Psycholinguistics meets CL: Measuring Forgetting in Visual Question Answering" Скачать
CLAI RG: "Rehearsal revealed: The limits and merits of revisiting samples in continual learning" Скачать
ContinualAI Meetup: "Continual Learning Applied to Problems Outside Supervised Classification" Скачать
ContinualAI RG: "Understanding Continual Learning Settings with Data Distribution Drift Analysis" Скачать
ContinualAI RG: "A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix" Скачать
ContinualAI RG: "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" Скачать
ContinualAI RG: "Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting" Скачать
ContinualAI RG: "Bookworm Continual Learning: Beyond Zero-Shot Learning and Continual Learning" Скачать
ContinualAI Reading Group: “A Wholistic View of Continual Learning with Deep Neural Networks” Скачать
ContinualAI RG "Efficient Continual Learning in Neural Networks with Embedding Regularization" Скачать
ContinualAI Reading Group: “Continual Learning of Recurrent Neural Networks by Locally Aligning...” Скачать
[CLVision @ CVPR2020] Invited Talk: "Rethinking Continual Learning: How to..." by Christopher Kanan Скачать
[CLVision @ CVPR2020] Oral #2: "Dropout as an Implicit Gating Mechanism for Continual Learning" Скачать
[CLVision @ CVPR2020] Invited Talk: "Framing the Continual Learning Problem" by Razvan Pascanu Скачать
[CLVision @ CVPR2020] Invited Talk: "Sparsity in the Neocortex and Implications..." by Subutai Ahmad Скачать
[CLVision @ CVPR2020] Oral #1: "Lifelong ML with Deep Streaming Linear Discriminant Analysis" Скачать
ContinualAI Reading Group: “Explaining How Deep Neural Networks Forget by Deep Visualization” Скачать