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Incremental Learning

Papers archive 2025-07-28

archive papers tagged: 1,371 · with a code link: 542 · where Syntology ran a sample: 162 (146 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (162 of 1,371 tagged: 146 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 12 of 14: papers 1,101 to 1,200 of 1,371, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Time-Incremental Learning from Data Using Temporal Logics
  28 Dec 2021 0 repositories listed
• DILF-EN framework for Class-Incremental Learning
  23 Dec 2021 0 repositories listed
• Proving Theorems using Incremental Learning and Hindsight Experience Replay
  20 Dec 2021 0 repositories listed
• Improving the performance of bagging ensembles for data streams through mini-batching
  18 Dec 2021 0 repositories listed
• Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection
  14 Dec 2021 0 repositories listed
• Improving Vision Transformers for Incremental Learning
  12 Dec 2021 0 repositories listed
• Concept Representation Learning with Contrastive Self-Supervised Learning
  10 Dec 2021 0 repositories listed
• Self-Supervised Class Incremental Learning
  18 Nov 2021 0 repositories listed
• Lightweight machine unlearning in neural network
  10 Nov 2021 0 repositories listed
• Regular Decision Processes for Grid Worlds
  5 Nov 2021 0 repositories listed
• DFCANet: Dense Feature Calibration-Attention Guided Network for Cross Domain Iris Presentation Attack Detection
  1 Nov 2021 0 repositories listed
• Brain-inspired feature exaggeration in generative replay for continual learning
  26 Oct 2021 0 repositories listed
• Incremental Learning for Animal Pose Estimation using RBF k-DPP
  26 Oct 2021 0 repositories listed
• Response-based Distillation for Incremental Object Detection
  26 Oct 2021 0 repositories listed
• Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications
  25 Oct 2021 0 repositories listed
• Latent-Insensitive autoencoders for Anomaly Detection
  25 Oct 2021 0 repositories listed
• Class Incremental Online Streaming Learning
  20 Oct 2021 0 repositories listed
• Convergence Analysis and Implicit Regularization of Feedback Alignment for Deep Linear Networks
  20 Oct 2021 0 repositories listed
• Tackling Dynamics in Federated Incremental Learning with Variational Embedding Rehearsal
  19 Oct 2021 0 repositories listed
• Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector
  15 Oct 2021 0 repositories listed
• Zero-bias Deep Neural Network for Quickest RF Signal Surveillance
  12 Oct 2021 0 repositories listed
• Objects in Semantic Topology
  6 Oct 2021 0 repositories listed
• Incremental Class Learning using Variational Autoencoders with Similarity Learning
  4 Oct 2021 0 repositories listed
• Continual Learning Using Pseudo-Replay via Latent Space Sampling
  29 Sep 2021 0 repositories listed
• Gradient Imbalance and solution in Online Continual learning
  29 Sep 2021 0 repositories listed
• Looking Back on Learned Experiences For Class/task Incremental Learning
  29 Sep 2021 0 repositories listed
• Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation
  29 Sep 2021 0 repositories listed
• Partially Relaxed Masks for Lightweight Knowledge Transfer without Forgetting in Continual Learning
  29 Sep 2021 0 repositories listed
• Wakening Past Concepts without Past Data: Class-incremental Learning from Placebos
  29 Sep 2021 0 repositories listed
• A Novel Online Incremental Learning Intrusion Prevention System
  20 Sep 2021 0 repositories listed
• Incremental Learning Techniques for Online Human Activity Recognition
  20 Sep 2021 0 repositories listed
• Class incremental learning for video action classification
  19 Sep 2021 0 repositories listed
• Soft Confusion Matrix Classifier for Stream Classification
  16 Sep 2021 0 repositories listed
• How do I update my model? On the resilience of Predictive Process Monitoring models to change
  8 Sep 2021 0 repositories listed
• SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets
  17 Aug 2021 0 repositories listed
• Contextual Mood Analysis with Knowledge Graph Representation for Hindi Song Lyrics in Devanagari Script
  16 Aug 2021 0 repositories listed
• Incremental Learning for Personalized Recommender Systems
  13 Aug 2021 0 repositories listed
• DIODE: Dilatable Incremental Object Detection
  12 Aug 2021 0 repositories listed
• Video Transformer for Deepfake Detection with Incremental Learning
  11 Aug 2021 0 repositories listed
• Quantum Continual Learning Overcoming Catastrophic Forgetting
  5 Aug 2021 0 repositories listed
• Revisiting Catastrophic Forgetting in Class Incremental Learning
  26 Jul 2021 0 repositories listed
• In Defense of the Learning Without Forgetting for Task Incremental Learning
  26 Jul 2021 0 repositories listed
• Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN
  18 Jul 2021 0 repositories listed
• Online Learning for Recommendations at Grubhub
  15 Jul 2021 0 repositories listed
• A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification
  9 Jul 2021 0 repositories listed
• When Video Classification Meets Incremental Classes
  30 Jun 2021 0 repositories listed
• Incremental Deep Neural Network Learning using Classification Confidence Thresholding
  21 Jun 2021 0 repositories listed
• Post-Selections in AI and How to Avoid Them
  19 Jun 2021 0 repositories listed
• Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay
  17 Jun 2021 0 repositories listed
• Modeling morphology with Linear Discriminative Learning: considerations and design choices
  15 Jun 2021 0 repositories listed
• FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
  14 Jun 2021 0 repositories listed
• Knowledge Consolidation based Class Incremental Online Learning with Limited Data
  12 Jun 2021 0 repositories listed
• Generative Feature-driven Image Replay for Continual Learning
  9 Jun 2021 0 repositories listed
• Energy Aligning for Biased Models
  7 Jun 2021 0 repositories listed
• FITAnnotator: A Flexible and Intelligent Text Annotation System
  1 Jun 2021 0 repositories listed
• A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks
  27 May 2021 0 repositories listed
• Low-Memory Implementations of Ridge Solutions for Broad Learning System with Incremental Learning
  21 May 2021 0 repositories listed
• Generation and frame characteristics of predefined evenly-distributed class centroids for pattern classification
  2 May 2021 0 repositories listed
• A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation
  22 Apr 2021 0 repositories listed
• IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay
  21 Apr 2021 0 repositories listed
• Continual Learning with Fully Probabilistic Models
  19 Apr 2021 0 repositories listed
• Unsupervised Continual Learning Via Pseudo Labels
  14 Apr 2021 0 repositories listed
• Unsupervised Class-Incremental Learning Through Confusion
  9 Apr 2021 0 repositories listed
• Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning
  6 Apr 2021 0 repositories listed
• Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers
  4 Apr 2021 0 repositories listed
• Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation
  2 Apr 2021 0 repositories listed
• Rectification-based Knowledge Retention for Continual Learning
  30 Mar 2021 0 repositories listed
• ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations
  29 Mar 2021 0 repositories listed
• Balanced softmax cross-entropy for incremental learning with and without memory
  23 Mar 2021 0 repositories listed
• Incrementally Zero-Shot Detection by an Extreme Value Analyzer
  23 Mar 2021 0 repositories listed
• ZS-IL: Looking Back on Learned ExperiencesFor Zero-Shot Incremental Learning
  22 Mar 2021 0 repositories listed
• Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  15 Mar 2021 0 repositories listed
• OpinionMine:ABayesian-based framework for opinion mining using Twitter Data
  15 Mar 2021 0 repositories listed
• Uncertainty-aware Incremental Learning for Multi-organ Segmentation
  9 Mar 2021 0 repositories listed
• Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets
  8 Mar 2021 0 repositories listed
• Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning
  6 Mar 2021 0 repositories listed
• Incremental Learning and State-Space Evolving Fuzzy Control of Nonlinear Time-Varying Systems with Unknown Model
  18 Feb 2021 0 repositories listed
• Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models
  16 Feb 2021 0 repositories listed
• A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning
  5 Feb 2021 0 repositories listed
• Do Not Forget to Attend to Uncertainty while Mitigating Catastrophic Forgetting
  3 Feb 2021 0 repositories listed
• Incremental Knowledge Based Question Answering
  18 Jan 2021 0 repositories listed
• CLeaR: An Adaptive Continual Learning Framework for Regression Tasks
  4 Jan 2021 0 repositories listed
• BaSIL: Learning Incrementally using a Bayesian Memory-Based Streaming Approach
  1 Jan 2021 0 repositories listed
• Incremental few-shot learning via vector quantization in deep embedded space
  1 Jan 2021 0 repositories listed
• Incremental Learning on Growing Graphs
  1 Jan 2021 0 repositories listed
• Learning to Balance with Incremental Learning
  1 Jan 2021 0 repositories listed
• Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning
  1 Jan 2021 0 repositories listed
• Striking a Balance Between Stability and Plasticity for Class-Incremental Learning
  1 Jan 2021 0 repositories listed
• Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces
  1 Jan 2021 0 repositories listed
• SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation
  31 Dec 2020 0 repositories listed
• Incremental learning with online SVMs on LiDAR sensory data
  30 Dec 2020 0 repositories listed
• AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection
  29 Dec 2020 0 repositories listed
• Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition
  17 Dec 2020 0 repositories listed
• I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting
  16 Dec 2020 0 repositories listed
• Knowledge Capture and Replay for Continual Learning
  12 Dec 2020 0 repositories listed
• Consequences of Slow Neural Dynamics for Incremental Learning
  12 Dec 2020 0 repositories listed
• Self-Training for Class-Incremental Semantic Segmentation
  6 Dec 2020 0 repositories listed
• Incremental Learning via Rate Reduction
  30 Nov 2020 0 repositories listed
• Learn to Bind and Grow Neural Structures
  21 Nov 2020 0 repositories listed
• Sequential Targeting: an incremental learning approach for data imbalance in text classification
  20 Nov 2020 0 repositories listed