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Main Authors:	Liu, Chenxi, Sun, Gan, Liang, Wenqi, Dong, Jiahua, Qin, Can, Cong, Yang
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2404.16612
Tags:	Add Tag No Tags, Be the first to tag this record!

PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model
by: Liang, Wenqi, et al.
Published: (2025)

Bring Your Dreams to Life: Continual Text-to-Video Customization
by: Dong, Jiahua, et al.
Published: (2025)

Continual Hand-Eye Calibration for Open-world Robotic Manipulation
by: Li, Fazeng, et al.
Published: (2026)

Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation
by: Bafghi, Reza Akbarian, et al.
Published: (2025)

Continual Learning and Catastrophic Forgetting
by: van de Ven, Gido M., et al.
Published: (2024)

Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting
by: Bafghi, Reza Akbarian, et al.
Published: (2024)

Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection
by: Bhatt, Gaurav, et al.
Published: (2024)

Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning
by: Lou, Meng, et al.
Published: (2026)

Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
by: Cao, Xinzi, et al.
Published: (2025)

Exploring Kolmogorov-Arnold Network Expansions in Vision Transformers for Mitigating Catastrophic Forgetting in Continual Learning
by: Ullah, Zahid, et al.
Published: (2025)

Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
by: Dong, Jiahua, et al.
Published: (2025)

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
by: Wu, Qirui, et al.
Published: (2025)

EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation
by: Yang, Shiyuan, et al.
Published: (2026)

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection
by: Zhou, You, et al.
Published: (2025)

EXACFS -- A CIL Method to mitigate Catastrophic Forgetting
by: Balasubramanian, S, et al.
Published: (2024)

Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation
by: Cong, Wei, et al.
Published: (2024)

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning
by: Wang, Ziqi, et al.
Published: (2024)

Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation
by: Nagata, Kotaro, et al.
Published: (2024)

Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference
by: Liang, Qian, et al.
Published: (2024)

Catastrophic Forgetting Mitigation via Discrepancy-Weighted Experience Replay
by: Xu, Xinrun, et al.
Published: (2025)

Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP
by: Niss, Laura, et al.
Published: (2024)

MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning
by: Xiong, Huiyu, et al.
Published: (2024)

Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models
by: Laurensi, Israel A., et al.
Published: (2024)

ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think
by: Feng, Tao, et al.
Published: (2025)

Gradient Correlation Subspace Learning against Catastrophic Forgetting
by: Dubnov, Tammuz, et al.
Published: (2024)

Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models
by: Cao, Meng, et al.
Published: (2024)

CDST: Color Disentangled Style Transfer for Universal Style Reference Customization
by: Zhang, Shiwen, et al.
Published: (2025)

Anticipating Future Object Compositions without Forgetting
by: Zahran, Youssef, et al.
Published: (2024)

Not Just Object, But State: Compositional Incremental Learning without Forgetting
by: Zhang, Yanyi, et al.
Published: (2024)

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning
by: Chen, Wei, et al.
Published: (2024)

VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models
by: Wu, Tao, et al.
Published: (2024)

CRISP: Contrastive Residual Injection and Semantic Prompting for Continual Video Instance Segmentation
by: Liu, Baichen, et al.
Published: (2025)

Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning
by: Shi, Zenglin, et al.
Published: (2022)

Learning without Forgetting for Vision-Language Models
by: Zhou, Da-Wei, et al.
Published: (2023)

Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images
by: Yavari, Sara, et al.
Published: (2025)

SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization
by: Meng, Xinru, et al.
Published: (2025)

Still-Moving: Customized Video Generation without Customized Video Data
by: Chefer, Hila, et al.
Published: (2024)

Learn to Memorize and to Forget: A Continual Learning Perspective of Dynamic SLAM
by: Li, Baicheng, et al.
Published: (2024)

Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification
by: Zheng, Weixi, et al.
Published: (2025)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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