ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- Irene Huang
- Wei Lin
- et al.
- 2024
- NeurIPS 2024
Assaf Arbelle
Title
RSM, Manager - Multimodal AI Group
Publications
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning
- Eliyahu Schwartz
- Leshem Choshen
- et al.
- 2024
- EMNLP 2024
MAEDAY: MAE for few- and zero-shot AnomalY-Detection
- Eli Schwartz
- Assaf Arbelle
- et al.
- 2024
- Computer Vision and Image Understanding
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
- Roei Herzig
- Ofir Abramovich
- et al.
- 2024
- WACV 2024
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
- Sivan Doveh
- Assaf Arbelle
- et al.
- 2023
- NeurIPS 2023
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
- James Seale Smith
- Leonid Karlinsky
- et al.
- 2023
- CVPR 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
- James Smith
- Paola Cascante-bonilla
- et al.
- 2023
- CVPR 2023
Teaching Structured Vision & Language Concepts to Vision & Language Models
- Sivan Doveh
- Assaf Arbelle
- et al.
- 2023
- CVPR 2023
FETA: Towards Specializing Foundational Models for Expert Task Applications
- Amit Alfassy
- Assaf Arbelle
- et al.
- 2022
- NeurIPS 2022
Unsupervised Domain Generalization by Learning a Bridge Across Domains
- Sivan Harary
- Eli Schwartz
- et al.
- 2022
- CVPR 2022
Patents
Projects
Top collaborators
RF
Rogerio Feris
Principal RSM and Manager, MIT-IBM Watson AI Lab
PS
Peter Staar
Principal RSM; Master Inventor; Manager of `AI for Knowledge` group.
DC
David D. Cox
VP, AI Models; IBM Director, MIT-IBM Watson AI Lab
CA
Christoph Auer
Senior Research Scientist