Abhinaba Roy

According to our database, Abhinaba Roy authored at least 20 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detection.

Tongyu Lu, Charlotta-Marlena Geist, Jan Melechovský, Abhinaba Roy, Dorien Herremans

CoRR, May, 2025

Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment.

Abhinaba Roy, Geeta Puri, Dorien Herremans

CoRR, May, 2025

JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata.

Abhinaba Roy, Renhang Liu, Tongyu Lu, Dorien Herremans

CoRR, February, 2025

SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning.

Anuradha Chopra, Abhinaba Roy, Dorien Herremans

Proceedings of the 6th AI Music Creativity Conference (AIMC 2025), 2025

Text2midi: Generating Symbolic Music from Captions.

Keshav Bhandari, Abhinaba Roy, Kyra Wang, Geeta Puri, Simon Colton, Dorien Herremans

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

MIRFLEX: Music Information Retrieval Feature Library for Extraction.

Anuradha Chopra, Abhinaba Roy, Dorien Herremans

CoRR, 2024

Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction.

Renhang Liu, Abhinaba Roy, Dorien Herremans

CoRR, 2024

MidiCaps: A Large-Scale MIDI Dataset With Text Captions.

Jan Melechovský, Abhinaba Roy, Dorien Herremans

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

2022

Soft labeling constraint for generalizing from sentiments in single domain.

Abhinaba Roy, Erik Cambria

Knowl. Based Syst., 2022

Improving Zero-Shot Learning Baselines with Commonsense Knowledge.

Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Cogn. Comput., 2022

2021

Discriminative Dictionary Design for Action Classification in Still Images and Videos.

Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria

Cogn. Comput., 2021

Recognizing Emotion Cause in Conversations.

Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea

Cogn. Comput., 2021

2020

Discriminative Dictionary Design for Action Classification in Still Images and Videos.

Abhinaba Roy, Biplab Banerjee

CoRR, 2020

KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis.

Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Data Driven Approaches for Image & Video Understanding: from Traditional to Zero-shot Supervised Learning.

Abhinaba Roy

PhD thesis, 2019

2018

Discriminative body part interaction mining for mid-level action representation and classification.

Abhinaba Roy, Biplab Banerjee, Vittorio Murino

J. Vis. Commun. Image Represent., 2018

Discriminative Latent Visual Space For Zero-Shot Object Classification.

Abhinaba Roy, Biplab Banerjee, Vittorio Murino

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Visually-Driven Semantic Augmentation for Zero-Shot Learning.

Abhinaba Roy, Jacopo Cavazza, Vittorio Murino

Proceedings of the British Machine Vision Conference 2018, 2018

2017

A Novel Dictionary Learning based Multiple Instance Learning Approach to Action Recognition from Videos.

Abhinaba Roy, Biplab Banerjee, Vittorio Murino

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Discriminative Dictionary Design for Action Classification in Still Images.

Abhinaba Roy, Biplab Banerjee, Vittorio Murino

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017