Cover Image

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Rongfei, Zhang, Tingting, Shen, Xiaoyu, Zhang, Wei
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition I.5.1; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards a Robust Framework for Multimodal Hate Detection: A Study on Video vs. Image-based Content
by: Koushik, Girish A., et al.
Published: (2025)

Cytoarchitecture in Words: Weakly Supervised Vision-Language Modeling for Human Brain Microscopy
by: Sutton, Matthew, et al.
Published: (2026)

Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis
by: Li, Jianing, et al.
Published: (2024)

Predicting When to Trust Vision-Language Models for Spatial Reasoning
by: Imran, Muhammad, et al.
Published: (2026)

Optimized Gradient Clipping for Noisy Label Learning
by: Ye, Xichen, et al.
Published: (2024)

Transformer-Based Vector Font Classification Using Different Font Formats: TrueType versus PostScript
by: Fujioka, Takumu, et al.
Published: (2025)

MDA: An Interpretable and Scalable Multi-Modal Fusion under Missing Modalities and Intrinsic Noise Conditions
by: Fan, Lin, et al.
Published: (2024)

Leveraging large multimodal models for audio-video deepfake detection: a pilot study
by: Cao, Songjun, et al.
Published: (2026)

Correspondence of high-dimensional emotion structures elicited by video clips between humans and Multimodal LLMs
by: Asanuma, Haruka, et al.
Published: (2025)

MIMIC-SR-ICD11: A Dataset for Narrative-Based Diagnosis
by: Wu, Yuexin, et al.
Published: (2025)

DROID: Dual Representation for Out-of-Scope Intent Detection
by: Rashwan, Wael, et al.
Published: (2025)

ZeShot-VQA: Zero-Shot Visual Question Answering Framework with Answer Mapping for Natural Disaster Damage Assessment
by: Karimi, Ehsan, et al.
Published: (2025)

Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model
by: Li, Kai, et al.
Published: (2023)

Enhancing XR Auditory Realism via Multimodal Scene-Aware Acoustic Rendering
by: Xu, Tianyu, et al.
Published: (2025)

Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning
by: Ji, Binbin, et al.
Published: (2025)

Listwise Direct Preference Optimization with Multi-Dimensional Preference Mixing
by: Sun, Yuhui, et al.
Published: (2025)

BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation
by: Yang, Qi, et al.
Published: (2026)

HalalBench: A Multilingual OCR Benchmark for Food Packaging Ingredient Extraction
by: Arief, Hasan
Published: (2026)

A Lightweight Approach to Detection of AI-Generated Texts Using Stylometric Features
by: Aityan, Sergey K., et al.
Published: (2025)

Classification of descriptions and summary using multiple passes of statistical and natural language toolkits
by: Banthia, Saumya, et al.
Published: (2020)

Cost-Aware Model Selection for Text Classification: Multi-Objective Trade-offs Between Fine-Tuned Encoders and LLM Prompting in Production
by: Gonzalez, Alberto Andres Valdes
Published: (2026)

Computational Economics in Large Language Models: Exploring Model Behavior and Incentive Design under Resource Constraints
by: Reddy, Sandeep, et al.
Published: (2025)

Logits-Constrained Framework with RoBERTa for Ancient Chinese NER
by: Hua, Wenjie, et al.
Published: (2025)

VideoMind: An Omni-Modal Video Dataset with Intent Grounding for Deep-Cognitive Video Understanding
by: Yang, Baoyao, et al.
Published: (2025)

Accelerating Language Model Workflows with Prompt Choreography
by: Bai, TJ, et al.
Published: (2025)

GDDS: A Single Domain Generalized Defect Detection Frame of Open World Scenario using Gather and Distribute Domain-shift Suppression Network
by: Chen, Haiyong, et al.
Published: (2024)

Domain Adaptation of the Pyannote Diarization Pipeline for Conversational Indonesian Audio
by: Prasetyo, Muhammad Daffa'i Rafi, et al.
Published: (2026)

GAEA: A Geolocation Aware Conversational Assistant
by: Campos, Ron, et al.
Published: (2025)

Sign language recognition based on deep learning and low-cost handcrafted descriptors
by: Carneiro, Alvaro Leandro Cavalcante, et al.
Published: (2024)

Transparent but Powerful: Explainability, Accuracy, and Generalizability in ADHD Detection from Social Media Data
by: Wiechmann, D., et al.
Published: (2024)

Do LLMs Know What They Know? Measuring Metacognitive Efficiency with Signal Detection Theory
by: Cacioli, Jon-Paul
Published: (2026)

Expertized Caption Auto-Enhancement for Video-Text Retrieval
by: Yang, Baoyao, et al.
Published: (2025)

Enhancing Diffusion Model Guidance through Calibration and Regularization
by: Javid, Seyed Alireza, et al.
Published: (2025)

MoXaRt: Audio-Visual Object-Guided Sound Interaction for XR
by: Xu, Tianyu, et al.
Published: (2026)

Semantic Superiority vs. Forensic Efficiency: A Comparative Analysis of Deep Learning and Psycholinguistics for Business Email Compromise Detection
by: Adjei, Yaw Osei, et al.
Published: (2025)

Fine-Tuning Vision-Language Models for Understanding Current Damage and Scoring Priority with Quality Guard Agent
by: Yasuno, Takato
Published: (2026)

A Semantic Approach to Negation Detection and Word Disambiguation with Natural Language Processing
by: Okpala, Izunna, et al.
Published: (2023)

Semantic Reconstruction of Adversarial Plagiarism: A Context-Aware Framework for Detecting and Restoring "Tortured Phrases" in Scientific Literature
by: Maiti, Agniva, et al.
Published: (2025)

R-Genie: Reasoning-Guided Generative Image Editing
by: Zhang, Dong, et al.
Published: (2025)

Nonlinear Noise2Noise for Efficient Monte Carlo Denoiser Training
by: Tinits, Andrew, et al.
Published: (2025)