EmoVLM-KD: Fusing Distilled Expertise with Vision-Language Models for Visual Emotion Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Lee, SangEun, Lee, Yubeen, Park, Eunil |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Stage-Adaptive Reliability Modeling for Continuous Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2026)
by: Lee, Yubeen, et al.
Published: (2026)
TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2025)
by: Lee, Yubeen, et al.
Published: (2025)
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline
by: Oh, Minwoo, et al.
Published: (2025)
by: Oh, Minwoo, et al.
Published: (2025)
SpikEmo: Enhancing Emotion Recognition With Spiking Temporal Dynamics in Conversations
by: Yu, Xiaomin, et al.
Published: (2024)
by: Yu, Xiaomin, et al.
Published: (2024)
CLAIP-Emo: Parameter-Efficient Adaptation of Language-supervised models for In-the-Wild Audiovisual Emotion Recognition
by: Chen, Yin, et al.
Published: (2025)
by: Chen, Yin, et al.
Published: (2025)
Toward Sustainable Agentic AI Systems: A Survey of Architectures and Methodologies
by: Yubeen Lee, et al.
Published: (2026)
by: Yubeen Lee, et al.
Published: (2026)
HumanVLM: Foundation for Human-Scene Vision-Language Model
by: Dai, Dawei, et al.
Published: (2024)
by: Dai, Dawei, et al.
Published: (2024)
AcoustEmo: Open-Vocabulary Emotion Reasoning via Utterance-Aware Acoustic Q-Former
by: Zhang, Liyun, et al.
Published: (2026)
by: Zhang, Liyun, et al.
Published: (2026)
Contrastive Knowledge Distillation for Robust Multimodal Sentiment Analysis
by: Sang, Zhongyi, et al.
Published: (2024)
by: Sang, Zhongyi, et al.
Published: (2024)
EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
by: Cong, Gaoxiang, et al.
Published: (2024)
by: Cong, Gaoxiang, et al.
Published: (2024)
Multimodal Emotion Recognition with Large Language Models
by: Zhang, Hongrui, et al.
Published: (2026)
by: Zhang, Hongrui, et al.
Published: (2026)
Multimodal Emotion Recognition by Fusing Video Semantic in MOOC Learning Scenarios
by: Zhang, Yuan, et al.
Published: (2024)
by: Zhang, Yuan, et al.
Published: (2024)
MicroEmo: Time-Sensitive Multimodal Emotion Recognition with Micro-Expression Dynamics in Video Dialogues
by: Zhang, Liyun
Published: (2024)
by: Zhang, Liyun
Published: (2024)
State-Anchored Complete-View Distillation for Robust Conversational Multimodal Emotion Recognition
by: Pan, Zhaoyan, et al.
Published: (2026)
by: Pan, Zhaoyan, et al.
Published: (2026)
Visual and Auditory Aesthetic Preferences Across Cultures
by: Lee, Harin, et al.
Published: (2025)
by: Lee, Harin, et al.
Published: (2025)
EMID: An Emotional Aligned Dataset in Audio-Visual Modality
by: Zou, Jialing, et al.
Published: (2023)
by: Zou, Jialing, et al.
Published: (2023)
EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion
by: Gudmalwar, Ashishkumar, et al.
Published: (2024)
by: Gudmalwar, Ashishkumar, et al.
Published: (2024)
VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
by: Zhang, Hezhao, et al.
Published: (2026)
by: Zhang, Hezhao, et al.
Published: (2026)
FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter
by: Wang, Junxi, et al.
Published: (2025)
by: Wang, Junxi, et al.
Published: (2025)
Revisiting Vision-Language Features Adaptation and Inconsistency for Social Media Popularity Prediction
by: Hsu, Chih-Chung, et al.
Published: (2024)
by: Hsu, Chih-Chung, et al.
Published: (2024)
PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks
by: Wu, Jianyu, et al.
Published: (2025)
by: Wu, Jianyu, et al.
Published: (2025)
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling
by: Mekonnen, Kidist Amde, et al.
Published: (2024)
by: Mekonnen, Kidist Amde, et al.
Published: (2024)
VSpeechLM: A Visual Speech Language Model for Visual Text-to-Speech Task
by: Wang, Yuyue, et al.
Published: (2025)
by: Wang, Yuyue, et al.
Published: (2025)
Uncertainty-Aware 3D Emotional Talking Face Synthesis with Emotion Prior Distillation
by: Shen, Nanhan, et al.
Published: (2026)
by: Shen, Nanhan, et al.
Published: (2026)
Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information
by: Kim, Bumsoo, et al.
Published: (2024)
by: Kim, Bumsoo, et al.
Published: (2024)
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark
by: Ma, Ziyang, et al.
Published: (2024)
by: Ma, Ziyang, et al.
Published: (2024)
EEmo-Bench: A Benchmark for Multi-modal Large Language Models on Image Evoked Emotion Assessment
by: Gao, Lancheng, et al.
Published: (2025)
by: Gao, Lancheng, et al.
Published: (2025)
Identity-Aware Vision-Language Model for Explainable Face Forgery Detection
by: Xu, Junhao, et al.
Published: (2025)
by: Xu, Junhao, et al.
Published: (2025)
Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models
by: Tan, Rui Yang, et al.
Published: (2026)
by: Tan, Rui Yang, et al.
Published: (2026)
Learning Quality from Complexity and Structure: A Feature-Fused XGBoost Model for Video Quality Assessment
by: Premkumar, Amritha, et al.
Published: (2025)
by: Premkumar, Amritha, et al.
Published: (2025)
MMC: Iterative Refinement of VLM Reasoning via MCTS-based Multimodal Critique
by: Liu, Shuhang, et al.
Published: (2025)
by: Liu, Shuhang, et al.
Published: (2025)
InconVAD: A Two-Stage Dual-Tower Framework for Multimodal Emotion Inconsistency Detection
by: Li, Zongyi, et al.
Published: (2025)
by: Li, Zongyi, et al.
Published: (2025)
CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation
by: Zhu, Xiaofei, et al.
Published: (2024)
by: Zhu, Xiaofei, et al.
Published: (2024)
Exploring Transferability of Multimodal Adversarial Samples for Vision-Language Pre-training Models with Contrastive Learning
by: Wang, Youze, et al.
Published: (2023)
by: Wang, Youze, et al.
Published: (2023)
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
by: Huang, Dawei, et al.
Published: (2025)
by: Huang, Dawei, et al.
Published: (2025)
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models
by: Jin, Hyundong, et al.
Published: (2025)
by: Jin, Hyundong, et al.
Published: (2025)
EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations
by: Sun, Haoqin, et al.
Published: (2025)
by: Sun, Haoqin, et al.
Published: (2025)
Improving Multi-modal Large Language Model through Boosting Vision Capabilities
by: Sun, Yanpeng, et al.
Published: (2024)
by: Sun, Yanpeng, et al.
Published: (2024)
Unveiling the Visual Counting Bottleneck in Vision-Language Models
by: Pang, Xingzhou, et al.
Published: (2026)
by: Pang, Xingzhou, et al.
Published: (2026)
Emotional Cues Extraction and Fusion for Multi-modal Emotion Prediction and Recognition in Conversation
by: Shi, Haoxiang, et al.
Published: (2024)
by: Shi, Haoxiang, et al.
Published: (2024)
Similar Items
-
Stage-Adaptive Reliability Modeling for Continuous Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2026) -
TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2025) -
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline
by: Oh, Minwoo, et al.
Published: (2025) -
SpikEmo: Enhancing Emotion Recognition With Spiking Temporal Dynamics in Conversations
by: Yu, Xiaomin, et al.
Published: (2024) -
CLAIP-Emo: Parameter-Efficient Adaptation of Language-supervised models for In-the-Wild Audiovisual Emotion Recognition
by: Chen, Yin, et al.
Published: (2025)