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Sonal Kumar
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2020 – today
- 2024
- [j2]Sonal Kumar
, Arijit Sur
DatUS: Data-Driven Unsupervised Semantic Segmentation With Pretrained Self-Supervised Vision Transformer. IEEE Trans. Cogn. Dev. Syst. 16(5): 1775-1788 (2024) - [c20]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, S. Sakshi, Sanjoy Chowdhury, Dinesh Manocha:
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. ACL (Findings) 2024: 386-406 - [c19]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramaneswaran S., S. Sakshi, Dinesh Manocha:
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. ACL (1) 2024: 726-748 - [c18]Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar, Purva Chiniya, Dinesh Manocha:
AV-RIR: Audio-Visual Room Impulse Response Estimation. CVPR 2024: 27154-27165 - [c17]Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. EMNLP 2024: 6288-6313 - [c16]Ashish Seth, Ramaneswaran Selvakumar, S. Sakshi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha:
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. EMNLP 2024: 6386-6400 - [c15]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha:
Recap: Retrieval-Augmented Audio Captioning. ICASSP 2024: 1161-1165 - [c14]Sonal Kumar
IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation. ICASSP 2024: 6270-6274 - [c13]Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S., Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. ICLR 2024 - [c12]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S., Deepali Aneja, Zeyu Jin, Ramani Duraiswami, Dinesh Manocha:
A Closer Look at the Limitations of Instruction Tuning. ICML 2024 - [c11]Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah:
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering. ICPR (10) 2024: 193-209 - [c10]Sonal Kumar, Sreyan Ghosh, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha:
Do Vision-Language Models Understand Compound Nouns? NAACL (Short Papers) 2024: 519-527 - [c9]Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha:
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. NAACL-HLT (Findings) 2024: 3754-3769 - [i26]Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah:
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer. CoRR abs/2401.12820 (2024) - [i25]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S., Deepali Aneja, Zeyu Jin, Ramani Duraiswami, Dinesh Manocha:
A Closer Look at the Limitations of Instruction Tuning. CoRR abs/2402.05119 (2024) - [i24]Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha:
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. CoRR abs/2404.00415 (2024) - [i23]Sonal Kumar, Sreyan Ghosh, Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha:
Do Vision-Language Models Understand Compound Nouns? CoRR abs/2404.00419 (2024) - [i22]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha:
VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap. CoRR abs/2405.15683 (2024) - [i21]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, S. Ramaneswaran, Sakshi Singh, Dinesh Manocha:
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. CoRR abs/2406.04286 (2024) - [i20]Sreyan Ghosh, Sonal Kumar, Ashish Seth, Purva Chiniya, Utkarsh Tyagi, Ramani Duraiswami, Dinesh Manocha:
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition. CoRR abs/2406.04432 (2024) - [i19]Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. CoRR abs/2406.11768 (2024) - [i18]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds. CoRR abs/2409.09213 (2024) - [i17]Sreyan Ghosh, Sonal Kumar, Zhifeng Kong, Rafael Valle, Bryan Catanzaro, Dinesh Manocha:
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data. CoRR abs/2410.02056 (2024) - [i16]Ashish Seth, Ramaneswaran Selvakumar, S. Sakshi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha:
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. CoRR abs/2410.13179 (2024) - [i15]Ashish Seth, Ramaneswaran Selvakumar, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha:
PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification. CoRR abs/2410.15062 (2024) - [i14]Ramaneswaran Selvakumar, Sonal Kumar, Hemant Kumar Giri, Nishit Anand, Ashish Seth, Sreyan Ghosh, Dinesh Manocha:
Do Audio-Language Models Understand Linguistic Variations? CoRR abs/2410.16505 (2024) - [i13]S. Sakshi, Utkarsh Tyagi, Sonal Kumar, Ashish Seth, Ramaneswaran Selvakumar, Oriol Nieto, Ramani Duraiswami, Sreyan Ghosh, Dinesh Manocha:
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark. CoRR abs/2410.19168 (2024) - 2023
- [c8]Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S., Dinesh Manocha:
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. ACL (1) 2023: 104-125 - [c7]Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha:
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. EMNLP 2023: 6159-6173 - [c6]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S., Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha:
DALE: Generative Data Augmentation for Low-Resource Legal NLP. EMNLP 2023: 8511-8565 - [c5]Sreyan Ghosh
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. SIGIR 2023: 1853-1858 - [i12]Sreyan Ghosh, Manan Suri
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. CoRR abs/2303.03387 (2023) - [i11]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha:
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. CoRR abs/2305.10647 (2023) - [i10]Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S., Dinesh Manocha:
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. CoRR abs/2306.00928 (2023) - [i9]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Sakshi Singh, Sanjoy Chowdhury, Dinesh Manocha:
ASPIRE: Language-Guided Augmentation for Robust Image Classification. CoRR abs/2308.10103 (2023) - [i8]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha:
RECAP: Retrieval-Augmented Audio Captioning. CoRR abs/2309.09836 (2023) - [i7]Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S., Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. CoRR abs/2310.08753 (2023) - [i6]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S., Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha:
DALE: Generative Data Augmentation for Low-Resource Legal NLP. CoRR abs/2310.15799 (2023) - [i5]Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar, Purva Chiniya, Dinesh Manocha:
AV-RIR: Audio-Visual Room Impulse Response Estimation. CoRR abs/2312.00834 (2023) - 2022
- [j1]Sreemana Datta, Sonal Kumar
BSSFFS: blockchain-based sybil-secured smart forest fire surveillance. J. Ambient Intell. Humaniz. Comput. 13(5): 2479-2510 (2022) - [c4]Sreyan Ghosh, Sonal Kumar, Yaman Kumar
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. INTERSPEECH 2022: 3998-4002 - [i4]Sreyan Ghosh, Sonal Kumar, Yaman Kumar Singla
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. CoRR abs/2203.16028 (2022) - [i3]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. CoRR abs/2211.14700 (2022) - 2021
- [c3]Sreyan Ghosh, Sonal Kumar:
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. SemEval@ACL/IJCNLP 2021: 249-257 - [i2]Sreyan Ghosh, Sonal Kumar, Harsh Jalan, Hemant Yadav, Rajiv Ratn Shah:
Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualised Embeddings. CoRR abs/2101.11422 (2021) - [i1]Sreyan Ghosh, Sonal Kumar:
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. CoRR abs/2105.13959 (2021) - 2020
- [c2]Sonal Kumar
Blockchain-Based Sybil-Secure Data Transmission (SSDT) IoT Framework for Smart City Applications. FICTA (1) 2020: 355-370
2000 – 2009
- 2009
- [c1]Sonal Kumar, Daya Gupta, V. K. Panchal, Shashi Kumar:
Enabling web services for Classification of Satellite Image. SWWS 2009: 89-94
Coauthor Index
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last updated on 2024-12-13 19:13 CET by the dblp team
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