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Bibliographic Details
Main Authors:	Nagendra, Savinay, Panigrahi, Prapti
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2403.16263
Tags:	Add Tag No Tags, Be the first to tag this record!

Estimating Uncertainty in Landslide Segmentation Models
by: Nagendra, Savinay, et al.
Published: (2023)

SAMIC: Segment Anything with In-Context Spatial Prompt Engineering
by: Nagendra, Savinay, et al.
Published: (2024)

Emotion Recognition with CLIP and Sequential Learning
by: Zhou, Weiwei, et al.
Published: (2025)

Emotion Recognition in Signers
by: Funakoshi, Kotaro, et al.
Published: (2025)

Partial Label Learning for Emotion Recognition from EEG
by: Zhang, Guangyi, et al.
Published: (2023)

Visual Prompting in LLMs for Enhancing Emotion Recognition
by: Zhang, Qixuan, et al.
Published: (2024)

Decoupled Hierarchical Distillation for Multimodal Emotion Recognition
by: Li, Yong, et al.
Published: (2026)

A Trustworthy Method for Multimodal Emotion Recognition
by: Xue, Junxiao, et al.
Published: (2025)

Leveraging CLIP Encoder for Multimodal Emotion Recognition
by: Song, Yehun, et al.
Published: (2025)

Emotion Recognition from Skeleton Data: A Comprehensive Survey
by: Lu, Haifeng, et al.
Published: (2025)

Evaluating Vision-Language Models for Emotion Recognition
by: Bhattacharyya, Sree, et al.
Published: (2025)

LLDif: Diffusion Models for Low-light Emotion Recognition
by: Wang, Zhifeng, et al.
Published: (2024)

DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
by: Li, Deng, et al.
Published: (2025)

CGTGait: Collaborative Graph and Transformer for Gait Emotion Recognition
by: Zhou, Junjie, et al.
Published: (2025)

Visual and Textual Prompts in VLLMs for Enhancing Emotion Recognition
by: Wang, Zhifeng, et al.
Published: (2025)

Facial Emotion Recognition using Convolutional Neural Networks
by: Saravanan, Akash, et al.
Published: (2019)

Robust Emotion Recognition in Context Debiasing
by: Yang, Dingkang, et al.
Published: (2024)

Weaknesses of Facial Emotion Recognition Systems
by: Jamróz, Aleksandra, et al.
Published: (2026)

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark
by: Hu, Jinpeng, et al.
Published: (2025)

Improving the Multi-label Atomic Activity Recognition by Robust Visual Feature and Advanced Attention @ ROAD++ Atomic Activity Recognition 2024
by: Cao, Jiamin, et al.
Published: (2024)

A Survey on Facial Expression Recognition of Static and Dynamic Emotions
by: Wang, Yan, et al.
Published: (2024)

Contextual Emotion Recognition using Large Vision Language Models
by: Etesam, Yasaman, et al.
Published: (2024)

LRDif: Diffusion Models for Under-Display Camera Emotion Recognition
by: Wang, Zhifeng, et al.
Published: (2024)

Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral Transformation
by: Li, Hangyu, et al.
Published: (2024)

Cross-domain EEG-based Emotion Recognition with Contrastive Learning
by: Yan, Rui, et al.
Published: (2025)

Complementarity-Supervised Spectral-Band Routing for Multimodal Emotion Recognition
by: Huang, Zhexian, et al.
Published: (2026)

Learning Annotation Consensus for Continuous Emotion Recognition
by: Shoer, Ibrahim, et al.
Published: (2025)

Emotion Recognition Using Transformers with Masked Learning
by: Min, Seongjae, et al.
Published: (2024)

Music Recommendation Based on Facial Emotion Recognition
by: B, Rajesh, et al.
Published: (2024)

Salience Adjustment for Context-Based Emotion Recognition
by: Han, Bin, et al.
Published: (2025)

Emotion Recognition Using Convolutional Neural Networks
by: Xu, Shaoyuan, et al.
Published: (2025)

Elderly Activity Recognition in the Wild: Results from the EAR Challenge
by: Duong, Anh-Kiet
Published: (2025)

Navigating the Emotion Tree: Hierarchical Hyperbolic RAG for Multimodal Emotion Recognition
by: Wang, Zeheng, et al.
Published: (2026)

EventSleep: Sleep Activity Recognition with Event Cameras
by: Plou, Carlos, et al.
Published: (2024)

ARIC: An Activity Recognition Dataset in Classroom Surveillance Images
by: Xu, Linfeng, et al.
Published: (2024)

PromptGAR: Flexible Promptive Group Activity Recognition
by: Jin, Zhangyu, et al.
Published: (2025)

Human Activity Recognition Method for Moderate Violence Detection
by: Borjas, Luis Angel Aparicio, et al.
Published: (2026)

Pixels or Positions? Benchmarking Modalities in Group Activity Recognition
by: Karki, Drishya, et al.
Published: (2025)

MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition
by: Xiang, Peihao, et al.
Published: (2024)

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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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