Assaf Arbelle
16 papers · 2021–2025 · 7 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (44) 🤝 Dynamic Duo (15)
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Research topics
Artificial Intelligence
(13)
Core AI · Artificial Intelligence
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Machine Learning
(10)
Learning Types · Machine Learning
(9)
Deep Learning
(8)
Learning Types · Deep Learning
(7)
Computer Vision
(6)
Analysis
(5)
Core Methods
(4)
Learning Paradigms
(4)
Natural Language Processing
(3)
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Core AI · Computer Vision
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Application Areas
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Keywords
vision-language model
(8)
multimodal learning
(4)
zero-shot learning
(3)
few-shot learning
(3)
large multimodal model
(3)
visual question answering
(3)
prompt learning
(2)
in-context learning
(2)
compositional reasoning
(2)
continual learning
(2)
benchmark evaluation
(2)
foundation model
(2)
structured concept
(2)
feature extraction
(1)
transfer learning
(1)
image segmentation
(1)
domain generalization
(1)
action recognition
(1)
contrastive learning
(1)
multi-task learning
(1)
Papers
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
ICCV 2025
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
ICLR 2025
Spoken Question Answering for Visual Queries
Interspeech 2025
Teaching VLMs to Localize Specific Objects from In-context Examples
ICCV 2025
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
NeurIPS 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
NeurIPS 2024
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning
EMNLP 2024
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers Using Synthetic Scene Data
WACV 2024
CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning
CVPR 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
CVPR 2023
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
NeurIPS 2023
Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs
EMNLP 2023
Teaching Structured Vision & Language Concepts to Vision & Language Models
CVPR 2023
FETA: Towards Specializing Foundational Models for Expert Task Applications
NeurIPS 2022
Unsupervised Domain Generalization by Learning a Bridge Across Domains
CVPR 2022
Detector-Free Weakly Supervised Grounding by Separation
ICCV 2021