Zobrazeno 1 - 10
of 40
pro vyhledávání: '"Madasu, Avinash"'
Peer review is a critical process for ensuring the integrity of published scientific research. Confidence in this process is predicated on the assumption that experts in the relevant domain give careful consideration to the merits of manuscripts whic
Externí odkaz:
http://arxiv.org/abs/2410.03019
CLIP is one of the most popular foundational models and is heavily used for many vision-language tasks. However, little is known about the inner workings of CLIP. To bridge this gap we propose a study to quantify the interpretability in CLIP like mod
Externí odkaz:
http://arxiv.org/abs/2409.06579
Autor:
Howard, Phillip, Madasu, Avinash, Le, Tiep, Moreno, Gustavo Lujan, Bhiwandiwalla, Anahita, Lal, Vasudev
While vision-language models (VLMs) have achieved remarkable performance improvements recently, there is growing evidence that these models also posses harmful biases with respect to social attributes such as gender and race. Prior studies have prima
Externí odkaz:
http://arxiv.org/abs/2312.00825
Foundational multimodal models pre-trained on large scale image-text pairs or video-text pairs or both have shown strong generalization abilities on downstream tasks. However unlike image-text models, pretraining video-text models is always not feasi
Externí odkaz:
http://arxiv.org/abs/2310.04914
While vision-language models (VLMs) have achieved remarkable performance improvements recently, there is growing evidence that these models also posses harmful biases with respect to social attributes such as gender and race. Prior studies have prima
Externí odkaz:
http://arxiv.org/abs/2310.02988
Autor:
Haydarov, Kilichbek, Shen, Xiaoqian, Madasu, Avinash, Salem, Mahmoud, Li, Li-Jia, Elsayed, Gamaleldin, Elhoseiny, Mohamed
We introduce Affective Visual Dialog, an emotion explanation and reasoning task as a testbed for research on understanding the formation of emotions in visually grounded conversations. The task involves three skills: (1) Dialog-based Question Answeri
Externí odkaz:
http://arxiv.org/abs/2308.16349
Autor:
Madasu, Avinash, Lal, Vasudev
Video retrieval (VR) involves retrieving the ground truth video from the video database given a text caption or vice-versa. The two important components of compositionality: objects & attributes and actions are joined using correct syntax to form a p
Externí odkaz:
http://arxiv.org/abs/2306.16533
Natural Language Understanding (NLU) and Natural Language Generation (NLG) are the two critical components of every conversational system that handles the task of understanding the user by capturing the necessary information in the form of slots and
Externí odkaz:
http://arxiv.org/abs/2305.17433
Autor:
Madasu, Avinash, Lal, Vasudev
Vision (image and video) - Language (VL) pre-training is the recent popular paradigm that achieved state-of-the-art results on multi-modal tasks like image-retrieval, video-retrieval, visual question answering etc. These models are trained in an unsu
Externí odkaz:
http://arxiv.org/abs/2302.05016
Autor:
Madasu, Avinash, Srivastava, Shashank
Large language models (LMs) have rapidly become a mainstay in Natural Language Processing. These models are known to acquire rich linguistic knowledge from training on large amounts of text. In this paper, we investigate if pre-training on text also
Externí odkaz:
http://arxiv.org/abs/2210.12302