Enabling web services for Classification of Satellite Image. - Sonal Kumar; Daya Gupta; V. K. Panchal; Shashi Kumar (SWWS, 2009)

Blockchain-Based Sybil-Secure Data Transmission (SSDT) IoT Framework for Smart City Applications. - Sonal Kumar; Ayan Kumar Das; Ditipriya Sinha (FICTA (1), 2020)

Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. - Sreyan Ghosh; Sonal Kumar (SemEval@ACL/IJCNLP, 2021)

Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualised Embeddings. - Sreyan Ghosh; Sonal Kumar; Harsh Jalan; Hemant Yadav; Rajiv Ratn Shah (CoRR, 2021)

Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. - Sreyan Ghosh; Sonal Kumar; Yaman Kumar 001; Rajiv Ratn Shah; Srinivasan Umesh (INTERSPEECH, 2022)

A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Manan Suri; Rajiv Ratn Shah (CoRR, 2022)

BSSFFS: blockchain-based sybil-secured smart forest fire surveillance. - Sreemana Datta; Sonal Kumar; Ditipriya Sinha; Ayan Kumar Das (J. Ambient Intell. Humaniz. Comput., 2022)

ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. - Sreyan Ghosh; Utkarsh Tyagi; Manan Suri; Sonal Kumar; Ramaneswaran S.; Dinesh Manocha (ACL (1), 2023)

DALE: Generative Data Augmentation for Low-Resource Legal NLP. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Ramaneswaran S.; Sakshi Singh; Utkarsh Tyagi; Dinesh Manocha (EMNLP, 2023)

CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. - Sreyan Ghosh; Manan Suri; Purva Chiniya; Utkarsh Tyagi; Sonal Kumar; Dinesh Manocha (EMNLP, 2023)

BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Dinesh Manocha (SIGIR, 2023)

ASPIRE: Language-Guided Augmentation for Robust Image Classification. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; Sakshi Singh; Sanjoy Chowdhury; Dinesh Manocha (CoRR, 2023)

ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; S. Sakshi; Sanjoy Chowdhury; Dinesh Manocha (ACL (Findings), 2024)

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Chandra Kiran Reddy Evuru; Ramaneswaran S.; S. Sakshi; Dinesh Manocha (ACL (1), 2024)

AV-RIR: Audio-Visual Room Impulse Response Estimation. - Anton Ratnarajah; Sreyan Ghosh; Sonal Kumar; Purva Chiniya; Dinesh Manocha (CVPR, 2024)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. - Sreyan Ghosh; Sonal Kumar; Ashish Seth; Chandra Kiran Reddy Evuru; Utkarsh Tyagi; S. Sakshi; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (EMNLP, 2024)

EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. - Ashish Seth; Ramaneswaran Selvakumar; S. Sakshi; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (EMNLP, 2024)

Recap: Retrieval-Augmented Audio Captioning. - Sreyan Ghosh; Sonal Kumar; Chandra Kiran Reddy Evuru; Ramani Duraiswami; Dinesh Manocha (ICASSP, 2024)

IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation. - Sonal Kumar; Anirudh Phukan; Arijit Sur (ICASSP, 2024)

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. - Sreyan Ghosh; Ashish Seth; Sonal Kumar; Utkarsh Tyagi; Chandra Kiran Reddy Evuru; Ramaneswaran S.; Sakshi Singh; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (ICLR, 2024)

A Closer Look at the Limitations of Instruction Tuning. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Ramaneswaran S.; Deepali Aneja; Zeyu Jin; Ramani Duraiswami; Dinesh Manocha (ICML, 2024)

GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering. - Sonal Kumar; Arijit Sur; Rashmi Dutta Baruah (ICPR (10), 2024)

Med-SeAM: Medical Context Aware Self-Supervised Learning Framework for Anomaly Classification in Knee MRI. - Akshay Daydar; Ajay Kumar Reddy; Sonal Kumar; Arijit Sur; Hanif Laskar (ICVGIP, 2024)

LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition. - Sreyan Ghosh; Sonal Kumar; Ashish Seth; Purva Chiniya; Utkarsh Tyagi; Ramani Duraiswami; Dinesh Manocha (INTERSPEECH, 2024)

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. - Chandra Kiran Reddy Evuru; Sreyan Ghosh; Sonal Kumar; Ramaneswaran S.; Utkarsh Tyagi; Dinesh Manocha (NAACL-HLT (Findings), 2024)

Do Vision-Language Models Understand Compound Nouns? - Sonal Kumar; Sreyan Ghosh; S. Sakshi; Utkarsh Tyagi; Dinesh Manocha (NAACL (Short Papers), 2024)

DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer. - Sonal Kumar; Arijit Sur; Rashmi Dutta Baruah (CoRR, 2024)

Do Vision-Language Models Understand Compound Nouns? - Sonal Kumar; Sreyan Ghosh; Sakshi Singh; Utkarsh Tyagi; Dinesh Manocha (CoRR, 2024)

VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; Oriol Nieto; Zeyu Jin; Dinesh Manocha (CoRR, 2024)

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Chandra Kiran Reddy Evuru; S. Ramaneswaran; Sakshi Singh; Dinesh Manocha (CoRR, 2024)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. - Sreyan Ghosh; Sonal Kumar; Ashish Seth; Chandra Kiran Reddy Evuru; Utkarsh Tyagi; Sakshi Singh; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (CoRR, 2024)

SILA: Signal-to-Language Augmentation for Enhanced Control in Text-to-Audio Generation. - Sonal Kumar; Prem Seetharaman; Justin Salamon; Dinesh Manocha; Oriol Nieto (CoRR, 2024)

DatUS: Data-Driven Unsupervised Semantic Segmentation With Pretrained Self-Supervised Vision Transformer. - Sonal Kumar; Arijit Sur; Rashmi Dutta Baruah (IEEE Trans. Cogn. Dev. Syst., 2024)

ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds. - Sreyan Ghosh; Sonal Kumar; Chandra Kiran Reddy Evuru; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (ICASSP, 2025)

River-GEM: Generating and Enhancing Muddy Water Images. - Alik Pramanick; Chivukula Sairam Satwik; Sonal Kumar; Akshay Daydar; Arijit Sur (ICASSP, 2025)

Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; Oriol Nieto; Zeyu Jin; Dinesh Manocha (ICLR, 2025)

Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data. - Sreyan Ghosh; Sonal Kumar; Zhifeng Kong; Rafael Valle; Bryan Catanzaro; Dinesh Manocha (ICLR, 2025)

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark. - S. Sakshi; Utkarsh Tyagi; Sonal Kumar; Ashish Seth; Ramaneswaran Selvakumar; Oriol Nieto; Ramani Duraiswami; Sreyan Ghosh; Dinesh Manocha (ICLR, 2025)

ProSE: Diffusion Priors for Speech Enhancement. - Sonal Kumar; Sreyan Ghosh; Utkarsh Tyagi; Anton Jeran Ratnarajah; Chandra Kiran Reddy Evuru; Ramani Duraiswami; Dinesh Manocha (NAACL (Long Papers), 2025)

Do Audio-Language Models Understand Linguistic Variations? - Ramaneswaran Selvakumar; Sonal Kumar; Hemant Kumar Giri; Nishit Anand; Ashish Seth; Sreyan Ghosh; Dinesh Manocha (NAACL (Short Papers), 2025)

PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification. - Ashish Seth; Ramaneswaran Selvakumar; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (NAACL (Long Papers), 2025)

Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities. - Sreyan Ghosh; Zhifeng Kong; Sonal Kumar; S. Sakshi; Jaehyeon Kim; Wei Ping; Rafael Valle; Dinesh Manocha; Bryan Catanzaro (CoRR, 2025)

Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge. - Chao-Han Huck Yang; Sreyan Ghosh; Qing Wang 008; Jaeyeon Kim; Hengyi Hong; Sonal Kumar; Guirui Zhong; Zhifeng Kong; Sakshi Singh; Vaibhavi Lokegaonkar; Oriol Nieto; Ramani Duraiswami; et al. (CoRR, 2025)

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models. - Arushi Goel; Sreyan Ghosh; Jaehyeon Kim; Sonal Kumar; Zhifeng Kong; Sang-gil Lee; Chao-Han Huck Yang; Ramani Duraiswami; Dinesh Manocha; Rafael Valle; Bryan Catanzaro (CoRR, 2025)

MultiVox: Benchmarking Voice Assistants for Multimodal Interactions. - Ramaneswaran Selvakumar; Ashish Seth; Nishit Anand; Utkarsh Tyagi; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (CoRR, 2025)

EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding. - Ashish Seth; Utkarsh Tyagi; Ramaneswaran Selvakumar; Nishit Anand; Sonal Kumar; Sreyan Ghosh; Ramani Duraiswami; Chirag Agarwal; Dinesh Manocha (CoRR, 2025)