Discriminative Dictionary Design for Action Classification in Still Images. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (ICIAP (2), 2017)

A Novel Dictionary Learning based Multiple Instance Learning Approach to Action Recognition from Videos. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (ICPRAM, 2017)

Visually-Driven Semantic Augmentation for Zero-Shot Learning. - Abhinaba Roy; Jacopo Cavazza; Vittorio Murino (BMVC, 2018)

Discriminative Latent Visual Space For Zero-Shot Object Classification. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (ICPR, 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)

Data Driven Approaches for Image & Video Understanding: from Traditional to Zero-shot Supervised Learning. - Abhinaba Roy (2019)

KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. - Deepanway Ghosal; Devamanyu Hazarika; Abhinaba Roy; Navonil Majumder; Rada Mihalcea; Soujanya Poria (ACL, 2020)

Discriminative Dictionary Design for Action Classification in Still Images and Videos. - Abhinaba Roy; Biplab Banerjee (CoRR, 2020)

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)

Discriminative Dictionary Design for Action Classification in Still Images and Videos. - Abhinaba Roy; Biplab Banerjee; Amir Hussain 001; Soujanya Poria (Cogn. Comput., 2021)

Improving Zero-Shot Learning Baselines with Commonsense Knowledge. - Abhinaba Roy; Deepanway Ghosal; Erik Cambria; Navonil Majumder; Rada Mihalcea; Soujanya Poria (Cogn. Comput., 2022)

Soft labeling constraint for generalizing from sentiments in single domain. - Abhinaba Roy; Erik Cambria (Knowl. Based Syst., 2022)

MidiCaps: A Large-Scale MIDI Dataset With Text Captions. - Jan Melechovský; Abhinaba Roy; Dorien Herremans (ISMIR, 2024)

Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction. - Renhang Liu; Abhinaba Roy; Dorien Herremans (CoRR, 2024)

MIRFLEX: Music Information Retrieval Feature Library for Extraction. - Anuradha Chopra; Abhinaba Roy; Dorien Herremans (CoRR, 2024)

Text2midi: Generating Symbolic Music from Captions. - Keshav Bhandari; Abhinaba Roy; Kyra Wang; Geeta Puri; Simon Colton; Dorien Herremans (AAAI, 2025)

JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata. - Abhinaba Roy; Renhang Liu; Tongyu Lu; Dorien Herremans (CoRR, 2025)

Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment. - Abhinaba Roy; Geeta Puri; Dorien Herremans (CoRR, 2025)

MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detection. - Tongyu Lu; Charlotta-Marlena Geist; Jan Melechovský; Abhinaba Roy; Dorien Herremans (CoRR, 2025)

SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning. - Anuradha Chopra; Abhinaba Roy; Dorien Herremans (CoRR, 2025)