FiVL: A Framework for Improved Vision-Language Alignment through the Lens of Training, Evaluation and Explainability
Fuente:
arXiv
Saved in:
| Main Authors: | Aflalo, Estelle, Stan, Gabriela Ben Melech, Le, Tiep, Luo, Man, Rosenman, Shachar, Paul, Sayak, Tseng, Shao-Yen, Lal, Vasudev |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FastRM: An efficient and automatic explainability framework for multimodal generative models
by: Stan, Gabriela Ben-Melech, et al.
Published: (2024)
by: Stan, Gabriela Ben-Melech, et al.
Published: (2024)
Learning from Reasoning Failures via Synthetic Data Generation
by: Stan, Gabriela Ben Melech, et al.
Published: (2025)
by: Stan, Gabriela Ben Melech, et al.
Published: (2025)
LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models
by: Stan, Gabriela Ben Melech, et al.
Published: (2024)
by: Stan, Gabriela Ben Melech, et al.
Published: (2024)
NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation
by: Rosenman, Shachar, et al.
Published: (2023)
by: Rosenman, Shachar, et al.
Published: (2023)
DPO Learning with LLMs-Judge Signal for Computer Use Agents
by: Luo, Man, et al.
Published: (2025)
by: Luo, Man, et al.
Published: (2025)
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
by: Chatterjee, Agneet, et al.
Published: (2024)
by: Chatterjee, Agneet, et al.
Published: (2024)
Debias your Large Multi-Modal Model at Test-Time via Non-Contrastive Visual Attribute Steering
by: Ratzlaff, Neale, et al.
Published: (2024)
by: Ratzlaff, Neale, et al.
Published: (2024)
BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning
by: Xu, Xiao, et al.
Published: (2022)
by: Xu, Xiao, et al.
Published: (2022)
L-MAGIC: Language Model Assisted Generation of Images with Coherence
by: Cai, Zhipeng, et al.
Published: (2024)
by: Cai, Zhipeng, et al.
Published: (2024)
A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
by: Rohekar, Raanan Y., et al.
Published: (2024)
by: Rohekar, Raanan Y., et al.
Published: (2024)
Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
by: Choubey, Prafulla Kumar, et al.
Published: (2024)
by: Choubey, Prafulla Kumar, et al.
Published: (2024)
Debiasing Large Vision-Language Models by Ablating Protected Attribute Representations
by: Ratzlaff, Neale, et al.
Published: (2024)
by: Ratzlaff, Neale, et al.
Published: (2024)
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples
by: Howard, Phillip, et al.
Published: (2023)
by: Howard, Phillip, et al.
Published: (2023)
Probing the Representational Power of Sparse Autoencoders in Vision Models
by: Olson, Matthew Lyle, et al.
Published: (2025)
by: Olson, Matthew Lyle, et al.
Published: (2025)
Analyzing Hierarchical Structure in Vision Models with Sparse Autoencoders
by: Olson, Matthew Lyle, et al.
Published: (2025)
by: Olson, Matthew Lyle, et al.
Published: (2025)
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
by: Hinck, Musashi, et al.
Published: (2024)
by: Hinck, Musashi, et al.
Published: (2024)
Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning
by: Ratzlaff, Neale, et al.
Published: (2024)
by: Ratzlaff, Neale, et al.
Published: (2024)
LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression
by: Kundu, Souvik, et al.
Published: (2025)
by: Kundu, Souvik, et al.
Published: (2025)
Cultural Awareness in Vision-Language Models: A Cross-Country Exploration
by: Madasu, Avinash, et al.
Published: (2025)
by: Madasu, Avinash, et al.
Published: (2025)
Steering Large Language Models to Evaluate and Amplify Creativity
by: Olson, Matthew Lyle, et al.
Published: (2024)
by: Olson, Matthew Lyle, et al.
Published: (2024)
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval Models
by: Madasu, Avinash, et al.
Published: (2023)
by: Madasu, Avinash, et al.
Published: (2023)
LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models
by: Olson, Matthew Lyle, et al.
Published: (2026)
by: Olson, Matthew Lyle, et al.
Published: (2026)
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
by: Su, Xin, et al.
Published: (2024)
by: Su, Xin, et al.
Published: (2024)
Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review
by: Yu, Sungduk, et al.
Published: (2025)
by: Yu, Sungduk, et al.
Published: (2025)
Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review
by: Yu, Sungduk, et al.
Published: (2024)
by: Yu, Sungduk, et al.
Published: (2024)
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
by: Shu, Dong, et al.
Published: (2025)
by: Shu, Dong, et al.
Published: (2025)
Xe-Forge: Multi-Stage LLM-Powered Kernel Optimization for Intel GPU
by: Spoczynski, Marcin, et al.
Published: (2026)
by: Spoczynski, Marcin, et al.
Published: (2026)
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
by: Zhang, Yongting, et al.
Published: (2024)
by: Zhang, Yongting, et al.
Published: (2024)
Pruning the Paradox: How CLIP's Most Informative Heads Enhance Performance While Amplifying Bias
by: Madasu, Avinash, et al.
Published: (2025)
by: Madasu, Avinash, et al.
Published: (2025)
Why do LLaVA Vision-Language Models Reply to Images in English?
by: Hinck, Musashi, et al.
Published: (2024)
by: Hinck, Musashi, et al.
Published: (2024)
WiFi2Cap: Semantic Action Captioning from Wi-Fi CSI via Limb-Level Semantic Alignment
by: Wei, Tzu-Ti, et al.
Published: (2026)
by: Wei, Tzu-Ti, et al.
Published: (2026)
A simbologia da devoção: o retrato da fé demonstrado pelos ex-votos e a relação com a Igreja midiatizada
by: Ana Maria de Souza Melech
Published: (2015)
by: Ana Maria de Souza Melech
Published: (2015)
VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
by: Shen, Shufan, et al.
Published: (2025)
by: Shen, Shufan, et al.
Published: (2025)
Boosting green innovation on corporate performance: Managerial environmental concern's moderating role
by: Thanh Tiep Le, et al.
Published: (2024)
by: Thanh Tiep Le, et al.
Published: (2024)
VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training
by: Zhang, Jipeng, et al.
Published: (2025)
by: Zhang, Jipeng, et al.
Published: (2025)
Quantifying and Enabling the Interpretability of CLIP-like Models
by: Madasu, Avinash, et al.
Published: (2024)
by: Madasu, Avinash, et al.
Published: (2024)
JW-VL: A Vision-Language Model for Solar Physics
by: Shao, Mingfu, et al.
Published: (2026)
by: Shao, Mingfu, et al.
Published: (2026)
How Green Innovation and Green Corporate Social Responsibility Transform Green Transformational Leadership Into Sustainable Performance? Evidence From an Emerging Economy
by: Thanh Tiep Le, et al.
Published: (2024)
by: Thanh Tiep Le, et al.
Published: (2024)
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
by: Chen, Delong, et al.
Published: (2025)
by: Chen, Delong, et al.
Published: (2025)
Tomographic electron flow in confined geometries: Beyond the dual-relaxation time approximation
by: Ben-Shachar, Nitay, et al.
Published: (2025)
by: Ben-Shachar, Nitay, et al.
Published: (2025)
Similar Items
-
FastRM: An efficient and automatic explainability framework for multimodal generative models
by: Stan, Gabriela Ben-Melech, et al.
Published: (2024) -
Learning from Reasoning Failures via Synthetic Data Generation
by: Stan, Gabriela Ben Melech, et al.
Published: (2025) -
LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models
by: Stan, Gabriela Ben Melech, et al.
Published: (2024) -
NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation
by: Rosenman, Shachar, et al.
Published: (2023) -
DPO Learning with LLMs-Judge Signal for Computer Use Agents
by: Luo, Man, et al.
Published: (2025)