GitHub

Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation

To ensure that MLLMs can adapt and excel in specialized applications, we propose the Grounded Chain-of-Thought (GCoT) approach. This simple yet effective strategy aims to inject grounding information ...
IEEE

General Bootstrapping Approach for RLWE-Based Homomorphic Encryption

Abstract: Homomorphic Encryption (HE) makes it possible to compute on encrypted data without decryption. In lattice-based HE, a ciphertext contains noise, which accumulates along with homomorphic ...
IEEE

MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

In this paper, we propose MOTRv2, a simple yet effective pipeline to bootstrap end-to-end multi-object tracking with a pretrained object detector. Existing end-to-end methods, e.g. MOTR [43] and ...
Entrepreneur

3 Lessons to Grow Your Bootstrapped Business I Learned the Hard Way (So You Don’t Have To)

Innovation is key to scaling your bootstrapped business. As you grow, your workflows will need to evolve. Selecting the right members for your team is half the battle won. You need to hand-pick people ...