Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available OpenSense: An Open-World Sensing Framework for Incremental Learning and Dynamic Sensor Scheduling on Embedded Edge Devices Nov 29, 2023 Incremental Learning Q-Learning
— Unverified Continual Learning with Low Rank Adaptation Nov 29, 2023 Continual Learning Incremental Learning
— Unverified OpenNet: Incremental Learning for Autonomous Driving Object Detection with Balanced Loss Nov 25, 2023 Autonomous Driving Incremental Learning
— Unverified A Blockchain Solution for Collaborative Machine Learning over IoT Nov 23, 2023 Federated Learning Incremental Learning
— Unverified Education distillation:getting student models to learn in shcools Nov 23, 2023 Incremental Learning Knowledge Distillation
— Unverified Evaluating Pretrained models for Deployable Lifelong Learning Nov 22, 2023 Atari Games class-incremental learning
— Unverified Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Nov 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available What Can AutoML Do For Continual Learning? Nov 20, 2023 AutoML Continual Learning
— Unverified Towards interpretable-by-design deep learning algorithms Nov 19, 2023 class-incremental learning Class Incremental Learning
— Unverified Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning Nov 15, 2023 class-incremental learning Class Incremental Learning
— Unverified Toward Efficient and Incremental Spectral Clustering via Parametric Spectral Clustering Nov 14, 2023 Clustering Computational Efficiency
Code Code Available A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks Nov 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Nov 4, 2023 Domain Adaptation Incremental Learning
Code Code Available Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning Nov 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified Constructing Sample-to-Class Graph for Few-Shot Class-Incremental Learning Oct 31, 2023 class-incremental learning Class Incremental Learning
Code Code Available Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Oct 30, 2023 Anomaly Detection class-incremental learning
Code Code Available Towards Plastic and Stable Exemplar-Free Incremental Learning: A Dual-Learner Framework with Cumulative Parameter Averaging Oct 28, 2023 Exemplar-Free Incremental Learning
— Unverified Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning Oct 26, 2023 Deep Reinforcement Learning Edge-computing
— Unverified Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees Oct 24, 2023 Continual Learning Incremental Learning
Code Code Available Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos Oct 24, 2023 class-incremental learning Class Incremental Learning
— Unverified A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available Estimating Material Properties of Interacting Objects Using Sum-GP-UCB Oct 18, 2023 Bayesian Optimization Incremental Learning
— Unverified Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation Oct 17, 2023 class-incremental learning Class Incremental Learning
Code Code Available Incremental Object Detection with CLIP Oct 13, 2023 Class-Incremental Object Detection Incremental Learning
— Unverified Federated Class-Incremental Learning with Prompting Oct 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction Oct 12, 2023 Incremental Learning Knowledge Distillation
Code Code Available Aggregated f-average Neural Network for Interpretable Ensembling Oct 9, 2023 class-incremental learning Class Incremental Learning
— Unverified Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization Oct 5, 2023 class-incremental learning Class Incremental Learning
— Unverified OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning Oct 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Hadamard Domain Training with Integers for Class Incremental Quantized Learning Oct 5, 2023 Activity Recognition class-incremental learning
— Unverified COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Contrastive Spoken Language Understanding Oct 4, 2023 class-incremental learning Class Incremental Learning
— Unverified ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks Oct 3, 2023 document understanding Incremental Learning
— Unverified It's all about you: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera Oct 2, 2023 All Data Augmentation
— Unverified Elephant Neural Networks: Born to Be a Continual Learner Oct 2, 2023 class-incremental learning Class Incremental Learning
— Unverified A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Sep 29, 2023 Continual Learning Federated Learning
Code Code Available Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory Sep 27, 2023 Class-Incremental Semantic Segmentation Contrastive Learning
— Unverified Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning Sep 26, 2023 Continual Learning Incremental Learning
— Unverified FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available Multivariate Prototype Representation for Domain-Generalized Incremental Learning Sep 24, 2023 class-incremental learning Class Incremental Learning
— Unverified MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field Sep 24, 2023 Incremental Learning NeRF
— Unverified Clustering-based Domain-Incremental Learning Sep 21, 2023 Clustering Continual Learning
— Unverified RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation Sep 19, 2023 Continual Learning Incremental Learning
— Unverified A Study of Data-driven Methods for Adaptive Forecasting of COVID-19 Cases Sep 18, 2023 Decision Making Incremental Learning
— Unverified DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
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