Publications
2024
Speech language models lack important brain-relevant semantics
Subba Reddy Oota, Emin Celik, Fatma Deniz, Mariya Toneva, ACL 2024 (A*), Paper
2023
Joint processing of linguistic properties in brains and language models
Subba Reddy Oota, Manish Gupta, Mariya Toneva, NeurIPS 2023 (A*), Paper
On Robustness of Finetuned Transformer-based NLP Models
Pawan Kalyan Reddy Neerudu*, Subba Reddy Oota*, Mounika Marreddy, Manish Gupta, EMNLP 2023 (Findings-Long), (A*) Paper
Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity?
Subba Reddy Oota, Veeral Agrawal, Mounika Marreddy, Bapi S. Raju, Manish Gupta, INTERSPEECH 2023 (A) Paper
MEG Encoding using Word Context Semantics in Listening Stories
Subba Reddy Oota, Nathan Trouvain, Frederic Alexandre, Xavier Hinaut, INTERSPEECH 2023 (A) Paper
Deep Neural Networks and Brain Alignment: Encoding and Decoding
Subba Reddy Oota, Bapi S. Raju, Manish Gupta, Mariya Toneva, 32nd International Joint Conference of Artificial Intelligence, IJCAI 2023 (Full-day tutorial) (A*) Paper
Neural Architecture of Speech
Subba Reddy Oota, Khushbu Pahwa, Mounika Marreddy, Bapi S. Raju, Manish Gupta, International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Oral Presentation) Paper
2022
WSNet: Towards An Effective Method for Wound Image Segmentation
Subba Reddy Oota, Vijay Rowtula, Shahid Mohammad, Manish Gupta, Winter Conference on Applications of Computer Vision, WACV 2023 ( Acceptance Rate 40.6%) Paper
Visio-Linguistic Brain Encoding
Subba Reddy Oota, Jashn Arora, Vijay Rowtula, Bapi S. Raju, Manish Gupta, International Conference on Computational Linguistics, COLING 2022 (Oral Presentation - Acceptance Rate 28.8%) Paper
Multi-view and Cross-view Brain Decoding
Subba Reddy Oota, Jashn Arora, Bapi S. Raju, Manish Gupta, International Conference on Computational Linguistics, COLING 2022 (Oral Presentation - Acceptance Rate 28.8%) Paper
Long Short-Term Memory of Language Models for Predicting Brain Activation During Listening to Stories
Subba Reddy Oota, Frederic Alexandre, Xavier Hinaut, 44th Annual conference of the Cognitive Science Society, Cogsci 2022 (Full paper - Acceptance Rate 22%) Paper
Deep Learning for Brain Encoding and Decoding
Subba Reddy Oota, Jashn Arora, Bapi S. Raju, Manish Gupta, Mariya Toneva, 44th Annual conference of the Cognitive Science Society, Cogsci 2022 (Full-day tutorial) Paper
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?
Subba Reddy Oota, Jashn Arora, Veeral Agrawal, Mounika Marreddy, Bapi S. Raju, Manish Gupta, Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL 2022 (Oral Presentation - Acceptance Rate 21.8%) Paper
oota22_naacl.pptx
Multiple GraphHeat Networks for Structural to Functional Brain Mapping
Subba Reddy Oota, Archi Yadav, Arpita Dash, Bapi S. Raju, Avinash Sharma, International Joint Conference on Neural Networks, IJCNN 2022 (Oral Presentation ) Paper
600_sldies.pptx2021
Subba Reddy Oota, Vijay Rowtula, Shahid Mohammed, Jeffrey Galitz, Minghsun Liu, Manish Gupta: A Deep Multi-Modal Method for Patient Wound Healing Assessment MedNeurIPS Workshop NeurIPS-2019 PAPER POSTER
Subba Reddy Oota*, Vijay Rowtula*, Manish Gupta, Raju S. Bapi: StepEncog: A Convolutional LSTM Autoencoder for Near-Perfect fMRI Encoding IJCNN-2019 PAPER
Vijay Rowtula, Subba Reddy Oota, CV Jawahar: Towards Automated Evaluation of Handwritten Assessments ICDAR-2019 PAPER
Subba Reddy Oota, Naresh Manwani, Raju S Bapi: fMRI Semantic Category Decoding Using Linguistic Encoding of Word Embeddings ICONIP-2018 PAPER SLIDES
Vijayasaradhi Indurthi, Subba Reddy Oota: Fermi at semeval-2017 task 7: Detection and interpretation of homographic puns in english language SemEval-2017 PAPER